Searches for Gravitational Waves from Known Pulsars at Two Harmonics in 2015-2017 LIGO Data
The LIGO Scientific Collaboration, the Virgo Collaboration: B. P., Abbott, R. Abbott, T. D. Abbott, S. Abraham, F. Acernese, K. Ackley, C., Adams, R. X. Adhikari, V. B. Adya, C. Affeldt, M. Agathos, K. Agatsuma, N., Aggarwal, O. D. Aguiar, L. Aiello, A. Ain, P. Ajith, G. Allen

TL;DR
This study analyzed advanced LIGO data from 2015-2017 to search for gravitational waves from 221 pulsars at two harmonic frequencies, setting new upper limits on emission amplitudes and ellipticities, but found no evidence of such waves.
Contribution
First search for gravitational waves from pulsars at both the twice rotation frequency and the rotation frequency using the highest-sensitivity LIGO data, providing updated upper limits.
Findings
No gravitational-wave signals detected from any pulsar.
Updated upper limits on gravitational-wave amplitude and ellipticity for 222 pulsars.
Constraints on gravitational-wave emission for Crab and Vela pulsars.
Abstract
We present a search for gravitational waves from 221 pulsars with rotation frequencies Hz. We use advanced LIGO data from its first and second observing runs spanning 2015-2017, which provides the highest-sensitivity gravitational-wave data so far obtained. In this search we target emission from both the mass quadrupole mode, with a frequency at twice that of the pulsar's rotation, and from the , mode, with a frequency at the pulsar rotation frequency. The search finds no evidence for gravitational-wave emission from any pulsar at either frequency. For the mode search, we provide updated upper limits on the gravitational-wave amplitude, mass quadrupole moment, and fiducial ellipticity for 167 pulsars, and the first such limits for a further 55. For 20 young pulsars these results give limits that are below those inferred from the…
| Pulsar Name | Distance | Analysis | StatisticaaFor the Bayesian method this column shows the base-10 logarithm of the Bayesian odds, , comparing a coherent signal model at both the , modes to incoherent signal models. For the -/-statistic method this column shows the false-alarm probability for a signal just at the , mode, assuming that the value has a distribution with 4 degrees of freedom and the value has a distribution with 2 degrees-of-freedom. For the 5-vector method this column shows the -value for a search for a signal at just the , mode, where the null hypothesis being tested is that the data are consistent with pure Gaussian noise. | StatisticbbThis is the same as in footnote aaThe observed has been corrected to account for the relative motion between the pulsar and observer., but for all the methods the assumed signal model is from the mode. | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (J2000) | (Hz) | (s s | (kpc) | Method | (kg m2) | l=2,m=1,2 | l=2,m=2 | ||||||
| J0030+0451 | 205.5 | (g) | 0.33 (a) | Bayesian | 3.4 | -3.8 | -2.1 | ||||||
| -statistic | |||||||||||||
| 5-vector | 4.5 | 0.72 | 0.61 | ||||||||||
| J0117+5914ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 9.9 | 1.77 (b) | Bayesian | 3.5 | -2.4 | -1.9 | |||||||
| -statistic | |||||||||||||
| 5-vector | 2.4 | 0.31 | |||||||||||
| J0205+6449ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 15.2 | 2.00 (c) | Bayesian | 0.071(0.1) | -4.8(-4.6) | -2.7(-2.4) | |||||||
| -statistic | 0.13 | 0.71 | 0.26 | ||||||||||
| 5-vector | 0.042(0.065) | 0.41 | |||||||||||
| J0534+2200ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 29.7 | 2.00 | Bayesian | 0.013(0.01) | -5.1(-5.2) | -2.6(-2.7) | |||||||
| -statistic | 0.015(0.0091) | 0.32(0.18) | 0.65(0.87) | ||||||||||
| 5-vector | 0.02(0.02) | 0.70 | 0.45 | ||||||||||
| J0711−6830ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 182.1 | 0.11 (b) | Bayesian | 1.3 | -3.1 | -1.9 | |||||||
| -statistic | |||||||||||||
| 5-vector | 1.3 | 0.79 | 0.39 | ||||||||||
| J0835−4510ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 11.2 | 0.29 (j) | Bayesian | 0.042(0.037) | -4.2(-4.4) | -2.5(-2.8) | |||||||
| -statistic | 0.078(0.06) | 0.75(0.75) | 0.75(0.75) | ||||||||||
| 5-vector | 0.07(0.071) | 0.41 | |||||||||||
| J0940−5428 | 11.4 | 0.38 (b) | Bayesian | 0.13 | -3.7 | -2.3 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.13 | 0.70 | |||||||||||
| J1028−5819 | 10.9 | 1.42 (b) | Bayesian | 0.98 | -3.5 | -2.2 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.8 | 0.40 | |||||||||||
| J1105−6107 | 15.8 | 2.36 (b) | Bayesian | 0.23 | -4.6 | -2.8 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.16 | 0.93 | |||||||||||
| J1112−6103 | 15.4 | 4.50 (b) | Bayesian | 0.47 | -4.2 | -3.4 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.29 | 0.76 | |||||||||||
| J1410−6132 | 20.0 | 13.51 (b) | Bayesian | 0.44 | -5.7 | -3.0 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.55 | 0.88 | |||||||||||
| J1412+7922 | 16.9 | 2.00 (o) | Bayesian | 0.78 | -4.9 | -2.1 | |||||||
| -statistic | 0.65 | 0.24 | 0.39 | ||||||||||
| 5-vector | 0.38 | 0.80 | |||||||||||
| J1420−6048 | 14.8 | 5.63 (b) | Bayesian | 0.26 | -6.2 | -2.8 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.48 | 0.52 | |||||||||||
| J1509−5850 | 11.2 | 3.37 (b) | Bayesian | 7.1 | -3.5 | -2.0 | |||||||
| -statistic | |||||||||||||
| 5-vector | 2.7 | 0.72 | |||||||||||
| J1531−5610 | 11.9 | 2.84 (b) | Bayesian | 1 | -4.2 | -2.4 | |||||||
| -statistic | |||||||||||||
| 5-vector | 1.2 | 0.31 | |||||||||||
| J1718−3825 | 13.4 | 3.49 (b) | Bayesian | 0.9 | -5.6 | -2.4 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.67 | 0.67 | |||||||||||
| J1809−1917 | 12.1 | 3.27 (b) | Bayesian | 0.72 | -4.4 | -2.5 | |||||||
| -statistic | 0.53 | 0.76 | 0.76 | ||||||||||
| 5-vector | 0.77 | 0.19 | |||||||||||
| J1813−1246 | 20.8 | 2.50 (z) | Bayesian | 0.24 | -4.2 | -2.2 | |||||||
| -statistic | 0.17 | 0.08 | 0.73 | ||||||||||
| 5-vector | 0.23 | 0.22 | |||||||||||
| J1826−1256 | 9.1 | 1.39 (cc) | Bayesian | 1 | -2.0 | -2.1 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.77 | ||||||||||||
| J1828−1101 | 13.9 | 4.77 (b) | Bayesian | 0.94 | -4.6 | -2.5 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.71 | 0.13 | |||||||||||
| J1831−0952 | 14.9 | 3.68 (b) | Bayesian | 0.9 | -5.0 | -2.4 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.56 | 0.75 | |||||||||||
| J1833−0827ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 11.7 | 4.50 (m) | Bayesian | 5.6 | -3.3 | -1.9 | |||||||
| -statistic | |||||||||||||
| 5-vector | 2.3 | 0.94 | |||||||||||
| J1837−0604 | 10.4 | 4.77 (b) | Bayesian | 2 | -3.7 | -2.3 | |||||||
| -statistic | |||||||||||||
| 5-vector | 1.4 | 0.38 | |||||||||||
| J1849−0001 | 26.0 | 7.00 (dd) | Bayesian | 0.28 | -3.4 | -2.6 | |||||||
| -statistic | 0.4 | 0.04 | 0.75 | ||||||||||
| 5-vector | 0.29 | 0.23 | 0.49 | ||||||||||
| J1856+0245 | 12.4 | 6.32 (b) | Bayesian | 1.3 | -3.8 | -2.1 | |||||||
| -statistic | |||||||||||||
| 5-vector | 1.5 | 0.36 | |||||||||||
| J1913+1011 | 27.8 | 4.61 (b) | Bayesian | 0.7 | -4.1 | -2.2 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.39 | 0.56 | 0.90 | ||||||||||
| J1925+1720 | 13.2 | 5.06 (b) | Bayesian | 1.9 | -5.6 | -2.4 | |||||||
| -statistic | |||||||||||||
| 5-vector | 1.9 | 0.44 | |||||||||||
| J1928+1746 | 14.5 | 4.34 (b) | Bayesian | 1.4 | -5.2 | -2.6 | |||||||
| -statistic | 1.6 | 0.61 | 0.61 | ||||||||||
| 5-vector | 1.1 | 0.59 | |||||||||||
| J1935+2025 | 12.5 | 4.60 (b) | Bayesian | 0.75 | -4.4 | -2.4 | |||||||
| -statistic | 0.85 | 0.71 | 0.71 | ||||||||||
| 5-vector | 0.92 | 0.37 | |||||||||||
| J1952+3252ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 25.3 | 3.00 (m) | Bayesian | 0.19(0.17) | -3.4(-3.5) | -2.7(-2.6) | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.24(0.24) | 0.06 | 0.70 | ||||||||||
| J2043+2740 | 10.4 | 1.48 (b) | Bayesian | 2.6 | -4.2 | -2.5 | |||||||
| -statistic | 4.5 | 0.79 | 0.79 | ||||||||||
| 5-vector | 3 | 0.17 | |||||||||||
| J2124−3358 | 202.8 | (g) | 0.38 (g) | Bayesian | 4.6 | -3.8 | -2.2 | ||||||
| -statistic | |||||||||||||
| 5-vector | 4.5 | 0.58 | 0.58 | ||||||||||
| J2229+6114 | 19.4 | 3.00 (hh) | Bayesian | 0.077(0.048) | -5.0(-5.1) | -2.8(-2.9) | |||||||
| -statistic | 0.063 | 0.55 | 0.43 | ||||||||||
| 5-vector | 0.077(0.057) | 0.99 | |||||||||||
| J2302+4442ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 192.6 | 0.86 (b) | Bayesian | 8.9 | -3.9 | -2.0 | |||||||
| -statistic | 7.2 | 0.49 | 0.49 | ||||||||||
| 5-vector |
| Pulsar Name | Distance | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (J2000) | (Hz) | (s s | (kpc) | (kg m2) | |||||||||
| J0023+0923aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 327.8 | 1.10 (a) | 11 | -3.9 | -2.2 | ||||||||
| J0034−0534aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 532.7 | 1.35 (b) | 28 | -4.1 | -2.1 | ||||||||
| J0101−6422aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 388.6 | 1.00 (b) | 14 | -4.1 | -2.3 | ||||||||
| J0102+4839 | 337.4 | 2.38 (b) | 30 | -4.0 | -1.9 | ||||||||
| J0218+4232aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 430.5 | 3.15 (d) | 22 | -3.0 | -1.7 | ||||||||
| J0248+4230 | 384.5 | 1.85 (b) | 29 | -3.4 | -1.8 | ||||||||
| J0251+26 | 393.5 | 1.15 (b) | 15 | -4.0 | -2.1 | ||||||||
| J0308+74 | 316.8 | 0.38 (b) | 3 | -3.9 | -2.2 | ||||||||
| J0340+4130aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 303.1 | 1.60 (b) | 23 | -3.5 | -2.1 | ||||||||
| J0348+0432aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 25.6 | 2.10 (e) | 20 | -4.9 | -2.6 | ||||||||
| J0359+5414 | 12.6 | -4.8 | -2.7 | ||||||||||
| J0407+1607 | 38.9 | 1.34 (b) | 11 | -4.7 | -2.4 | ||||||||
| J0437−4715aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 173.7 | 0.16 (f) | 2 | -4.4 | -2.5 | ||||||||
| J0453+1559aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 21.8 | 0.52 (b) | 6.6 | -5.2 | -2.8 | ||||||||
| J0533+67 | 227.9 | 2.28 (b) | 24 | -3.9 | -2.0 | ||||||||
| J0557+1550 | 391.2 | 1.83 (b) | 29 | -4.0 | -2.0 | ||||||||
| J0605+37 | 366.6 | 0.19 (b) | 5.6 | -3.0 | -1.3 | ||||||||
| J0609+2130 | 18.0 | 0.57 (b) | 13 | -4.6 | -2.6 | ||||||||
| J0610−2100aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 259.0 | 3.26 (b) | 99 | -4.0 | -2.2 | ||||||||
| J0613−0200 | 326.6 | (g) | 0.78 (g) | 13 | -3.9 | -1.9 | |||||||
| J0614−3329aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 317.6 | 0.63 (h) | 6.2 | -3.8 | -2.0 | ||||||||
| J0621+1002aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 34.7 | 0.42 (b) | 6.6 | -4.6 | -2.3 | ||||||||
| J0621+25 | 367.4 | 1.64 (b) | 17 | -3.7 | -1.9 | ||||||||
| J0636+5129aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 348.6 | 0.21 (b) | 3.4 | -4.8 | -2.3 | ||||||||
| J0645+5158aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 112.9 | 1.20 (a) | 39 | -3.4 | -1.5 | ||||||||
| J0721−2038 | 64.3 | 2.68 (b) | 29 | -3.6 | -1.6 | ||||||||
| J0737−3039AaaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 44.1 | 1.10 (i) | 1.7 | -4.3 | -2.3 | ||||||||
| J0740+6620aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 346.5 | 0.40 (a) | 4.7 | -4.9 | -2.3 | ||||||||
| J0751+1807 | 287.5 | (g) | 1.00 (g) | 12 | -4.1 | -2.2 | |||||||
| J0900−3144 | 90.0 | (g) | 0.81 (g) | 5.1 | -5.0 | -2.8 | |||||||
| J0931−1902aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 215.6 | 3.72 (b) | 71 | -3.9 | -2.1 | ||||||||
| J0955−61 | 500.2 | 2.17 (b) | 26 | -3.6 | -2.1 | ||||||||
| J1012+5307 | 190.3 | (g) | 1.11 (k) | 15 | -3.9 | -2.0 | |||||||
| J1012−4235 | 322.5 | 0.37 (b) | 5.7 | -3.9 | -1.9 | ||||||||
| J1017−7156 | 427.6 | (kk) | 0.70 (l) | 23 | -4.2 | -2.2 | |||||||
| J1022+1001 | 60.8 | (g) | 1.09 (g) | 12 | -4.0 | -2.0 | |||||||
| J1024−0719bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 193.7 | 1.08 (g) | -3.7 | -1.9 | |||||||||
| J1035−6720bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 348.2 | 1.46 (b) | -4.7 | -2.3 | |||||||||
| J1036−8317 | 293.4 | 0.93 (b) | 6.6 | -3.7 | -2.0 | ||||||||
| J1038+0032 | 34.7 | 5.94 (b) | 68 | -4.7 | -2.4 | ||||||||
| J1055−6028 | 10.0 | 3.83 (b) | 1.8 | -1.8 | -3.0 | ||||||||
| J1124−3653 | 415.0 | 1.05 (b) | 14 | -3.7 | -2.2 | ||||||||
| J1125+7819bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 238.0 | 0.88 (b) | -3.8 | -2.2 | |||||||||
| J1125−5825 | 322.4 | (kk) | 1.74 (b) | 9.8 | -3.8 | -1.9 | |||||||
| J1137+7528 | 398.0 | 3.81 (b) | 67 | -3.8 | -2.2 | ||||||||
| J1142+0119 | 197.0 | 2.18 (b) | 38 | -2.8 | -1.3 | ||||||||
| J1207−5050 | 206.5 | 1.27 (b) | 16 | -3.9 | -2.1 | ||||||||
| J1231−1411aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 271.5 | 0.42 (b) | 5.8 | -3.7 | -1.9 | ||||||||
| J1300+1240aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 160.8 | 0.60 (m) | 4.1 | -3.7 | -2.1 | ||||||||
| J1301+0833 | 542.4 | 1.23 (b) | 28 | -3.6 | -1.9 | ||||||||
| J1302−32 | 265.2 | 1.49 (b) | 18 | -3.9 | -2.2 | ||||||||
| J1311−3430 | 390.6 | 2.43 (b) | 29 | -3.7 | -1.7 | ||||||||
| J1312+0051 | 236.5 | 1.47 (b) | 13 | -3.8 | -2.0 | ||||||||
| J1327−0755bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 373.4 | 1.70 (n) | -4.0 | -2.1 | |||||||||
| J1446−4701 | 455.6 | (kk) | 1.57 (b) | 27 | -3.6 | -1.9 | |||||||
| J1453+1902aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 172.6 | 1.27 (b) | 20 | -4.1 | -2.4 | ||||||||
| J1455−3330 | 125.2 | (g) | 0.80 (g) | 5.9 | -3.8 | -2.0 | |||||||
| J1513−2550 | 471.9 | 3.97 (b) | 29 | -4.3 | -2.2 | ||||||||
| J1514−4946aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 278.6 | 0.91 (b) | 8.6 | -4.0 | -2.1 | ||||||||
| J1518+4904aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 24.4 | 0.96 (b) | 28 | -4.8 | -2.8 | ||||||||
| J1528−3146 | 16.4 | 0.77 (b) | 18 | -4.5 | -2.6 | ||||||||
| J1536−4948 | 324.7 | 0.98 (b) | 9.5 | -3.7 | -2.0 | ||||||||
| J1537+1155aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 26.4 | 1.05 (p) | 2.6 | -4.9 | -2.7 | ||||||||
| J1544+4937 | 463.1 | 2.99 (b) | 69 | -4.0 | -2.1 | ||||||||
| J1551−0658 | 141.0 | 1.32 (b) | 20 | -3.0 | -1.5 | ||||||||
| J1552+5437 | 411.9 | 2.64 (b) | 56 | -3.5 | -2.1 | ||||||||
| J1600−3053 | 277.9 | (g) | 1.49 (g) | 17 | -4.0 | -2.2 | |||||||
| J1603−7202aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 67.4 | 0.53 (f) | 6.7 | -3.7 | -2.1 | ||||||||
| J1614−2230aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 317.4 | 0.67 (a) | 19 | -3.4 | -1.6 | ||||||||
| J1618−3921 | 83.4 | 5.52 (b) | 29 | -4.0 | -2.1 | ||||||||
| J1623−2631ccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 90.3 | 1.80 (q) | 7 | -3.7 | -2.1 | ||||||||
| J1623−5005 | 11.8 | -3.9 | -2.3 | ||||||||||
| J1628−3205 | 311.4 | 1.22 (b) | 13 | -4.0 | -2.1 | ||||||||
| J1630+37 | 301.4 | 1.18 (b) | 27 | -3.3 | -1.4 | ||||||||
| J1640+2224aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 316.1 | 1.52 (r) | 57 | -3.5 | -2.0 | ||||||||
| J1643−1224 | 216.4 | (g) | 0.76 (g) | 5.9 | -3.9 | -2.1 | |||||||
| J1653−2054 | 242.2 | 2.63 (b) | 26 | -3.9 | -2.1 | ||||||||
| J1658−5324aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 410.0 | 0.88 (b) | 25 | -2.6 | -0.7 | ||||||||
| J1710+49 | 310.5 | 0.51 (b) | 3.3 | -4.1 | -2.3 | ||||||||
| J1713+0747 | 218.8 | (g) | 1.11 (g) | 17 | -3.5 | -1.8 | |||||||
| J1719−1438bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 172.7 | 0.34 (b) | -4.3 | -2.5 | |||||||||
| J1721−2457bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 286.0 | 1.37 (b) | -4.0 | -2.1 | |||||||||
| J1727−2946aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 36.9 | 1.88 (b) | 14 | -4.0 | -2.2 | ||||||||
| J1729−2117 | 15.1 | 0.97 (b) | 57 | -4.1 | -2.1 | ||||||||
| J1730−2304 | 123.1 | (g) | 0.90 (g) | 9.4 | -3.8 | -2.1 | |||||||
| J1732−5049aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 188.2 | 4.22 (s) | 37 | -4.1 | -2.2 | ||||||||
| J1738+0333 | 170.9 | (t) | 1.47 (t) | 9.5 | -4.6 | -2.7 | |||||||
| J1741+1351aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 266.9 | 1.08 (u) | 11 | -3.3 | -1.5 | ||||||||
| J1744−1134 | 245.4 | (g) | 0.42 (g) | 10 | -2.7 | -1.1 | |||||||
| J1744−7619bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 213.3 | -4.0 | -2.0 | ||||||||||
| J1745+1017aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 377.1 | 1.21 (b) | 27 | -4.1 | -2.3 | ||||||||
| J1747−4036aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 607.7 | 7.15 (b) | 90 | -3.9 | -2.1 | ||||||||
| J1748−2446AccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 86.5 | 5.50 (v) | 33 | -3.8 | -1.8 | ||||||||
| J1748−30bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 103.3 | 13.81 (b) | -3.0 | -1.8 | |||||||||
| J1750−2536 | 28.8 | 3.22 (b) | 52 | -4.6 | -2.4 | ||||||||
| J1751−2857aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 255.4 | 1.09 (b) | 15 | -3.8 | -2.0 | ||||||||
| J1753−1914 | 15.9 | 2.91 (b) | 30 | -4.5 | -2.7 | ||||||||
| J1753−2240 | 10.5 | 3.23 (b) | 410 | -4.0 | -2.2 | ||||||||
| J1756−2251aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 35.1 | 0.73 (w) | 2.3 | -4.8 | -2.3 | ||||||||
| J1757−27 | 56.5 | 8.12 (b) | 40 | -4.1 | -2.0 | ||||||||
| J1801−1417aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 275.9 | 1.10 (b) | 24 | -3.7 | -1.9 | ||||||||
| J1801−3210bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 134.2 | 6.12 (b) | -4.1 | -2.1 | |||||||||
| J1802−2124 | 79.1 | (g) | 0.64 (g) | 3.1 | -4.0 | -2.1 | |||||||
| J1804−0735ccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 43.3 | 7.80 (x) | 45 | -4.7 | -2.3 | ||||||||
| J1804−2717aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 107.0 | 0.80 (b) | 5 | -3.8 | -2.0 | ||||||||
| J1807−2459AccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 326.9 | 2.79 (y) | 52 | -2.5 | -0.5 | ||||||||
| J1810+1744 | 601.4 | 2.36 (b) | 63 | -4.0 | -1.9 | ||||||||
| J1810−2005aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 30.5 | 3.51 (b) | 56 | -3.9 | -2.6 | ||||||||
| J1811−2405 | 375.9 | (kk) | 1.83 (b) | 21 | -3.9 | -2.1 | |||||||
| J1813−2621bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 225.7 | 3.01 (b) | -4.0 | -2.1 | |||||||||
| J1816+4510aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 313.2 | 4.36 (b) | 21 | -3.9 | -2.1 | ||||||||
| J1823−3021A | 183.8 | 8.40 (aa) | 8.6 | -2.6 | -1.1 | ||||||||
| J1824−2452A | 327.4 | 5.10 (bb) | 5.5 | -3.9 | -2.0 | ||||||||
| J1825−0319 | 219.6 | 3.86 (b) | 60 | -3.5 | -1.9 | ||||||||
| J1827−0849 | 445.9 | -4.0 | -2.2 | ||||||||||
| J1832−0836bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 367.8 | 2.50 (a) | -4.1 | -2.3 | |||||||||
| J1840−0643 | 28.1 | 5.01 (b) | 2.8 | -3.5 | -1.2 | ||||||||
| J1841+0130 | 33.6 | 4.23 (b) | 4.4 | -4.6 | -2.4 | ||||||||
| J1843−1113 | 541.8 | (g) | 1.48 (s) | 37 | -3.6 | -1.6 | |||||||
| J1844+0115 | 238.9 | 4.36 (b) | 45 | -4.0 | -2.1 | ||||||||
| J1850+0124 | 280.9 | 3.39 (b) | 39 | -3.8 | -2.1 | ||||||||
| J1853+1303aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 244.4 | 1.32 (b) | 25 | -3.4 | -1.8 | ||||||||
| J1855−1436 | 278.2 | 5.15 (b) | 74 | -3.4 | -1.8 | ||||||||
| J1857+0943 | 186.5 | (g) | 1.10 (g) | 7.7 | -4.2 | -2.2 | |||||||
| J1858−2216 | 419.5 | 0.92 (b) | 17 | -3.8 | -2.1 | ||||||||
| J1900+0308 | 203.7 | 4.80 (b) | 58 | -3.8 | -2.2 | ||||||||
| J1902−5105aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 573.9 | 1.65 (b) | 27 | -4.1 | -2.1 | ||||||||
| J1903+0327aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 465.1 | 6.11 (b) | 52 | -3.9 | -2.1 | ||||||||
| J1903−7051aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 277.9 | 0.93 (b) | 13 | -3.7 | -2.0 | ||||||||
| J1904+0412 | 14.1 | 4.58 (b) | 360 | -4.3 | -2.3 | ||||||||
| J1904+0451 | 164.1 | 4.40 (b) | 60 | -4.2 | -2.3 | ||||||||
| J1905+0400aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 264.2 | 1.06 (b) | 22 | -3.9 | -1.9 | ||||||||
| J1908+2105 | 390.0 | 2.58 (b) | 34 | -3.4 | -1.9 | ||||||||
| J1909−3744 | 339.3 | (g) | 1.15 (g) | 47 | -3.1 | -1.3 | |||||||
| J1910+1256 | 200.7 | (g) | 1.16 (s) | 13 | -3.5 | -2.1 | |||||||
| J1910−5959AccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 306.2 | 4.50 (ee) | 27 | -4.1 | -2.2 | ||||||||
| J1910−5959CccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 189.5 | 4.50 (ee) | 21 | -3.9 | -2.2 | ||||||||
| J1910−5959DccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 110.7 | 4.50 (ee) | 23 | -3.4 | -1.9 | ||||||||
| J1911+1347aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 216.2 | 1.36 (b) | 10 | -4.0 | -2.1 | ||||||||
| J1911−1114aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 275.8 | 1.07 (b) | 16 | -3.5 | -1.6 | ||||||||
| J1914+0659 | 54.0 | 8.47 (b) | 74 | -4.7 | -2.2 | ||||||||
| J1915+1606aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 16.9 | 5.25 (b) | 17 | -5.8 | -2.7 | ||||||||
| J1918−0642aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 130.8 | 1.10 (a) | 11 | -3.6 | -1.7 | ||||||||
| J1921+0137 | 400.6 | 5.06 (b) | 40 | -2.9 | -2.1 | ||||||||
| J1923+2515aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 264.0 | 1.20 (b) | 14 | -4.0 | -2.2 | ||||||||
| J1932+17 | 23.9 | 2.07 (b) | 32 | -4.0 | -2.0 | ||||||||
| J1939+2134 | 641.9 | (g) | 3.27 (g) | 23 | -3.3 | -1.4 | |||||||
| J1943+2210 | 196.7 | 6.78 (b) | 86 | -3.8 | -2.0 | ||||||||
| J1944+0907aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 192.9 | 1.22 (b) | 38 | -2.7 | -1.3 | ||||||||
| J1946+3417bbThe corrected pulsar value is negative, so no value is given and no spin-down limit has been calculated. | 315.4 | 6.97 (b) | -4.0 | -2.1 | |||||||||
| J1946−5403 | 368.9 | 1.15 (b) | 24 | -4.0 | -2.1 | ||||||||
| J1950+2414 | 232.3 | 7.27 (b) | 83 | -3.5 | -1.6 | ||||||||
| J1955+2527aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 205.2 | 8.18 (b) | 110 | -3.5 | -1.8 | ||||||||
| J1955+2908aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 163.0 | 6.30 (b) | 46 | -3.7 | -2.1 | ||||||||
| J1959+2048aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 622.1 | 1.73 (b) | 21 | -4.1 | -2.2 | ||||||||
| J2007+2722 | 40.8 | 7.10 (b) | 30 | -3.7 | -1.5 | ||||||||
| J2010−1323aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 191.5 | 1.16 (b) | 34 | -2.9 | -1.7 | ||||||||
| J2017+0603aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 345.3 | 1.40 (b) | 28 | -4.0 | -1.6 | ||||||||
| J2017−1614 | 432.1 | 1.44 (b) | 52 | -3.7 | -1.7 | ||||||||
| J2019+2425aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 254.2 | 1.16 (b) | 75 | -3.3 | -1.7 | ||||||||
| J2033+1734aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 168.1 | 1.74 (b) | 28 | -3.9 | -2.0 | ||||||||
| J2042+0246 | 220.6 | 0.64 (b) | 6.1 | -3.6 | -2.0 | ||||||||
| J2043+1711aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 420.2 | 1.60 (a) | 34 | -3.9 | -2.1 | ||||||||
| J2045+3633aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 31.6 | 5.63 (b) | 33 | -4.8 | -2.3 | ||||||||
| J2047+1053 | 233.3 | 2.79 (b) | 21 | -3.1 | -2.1 | ||||||||
| J2051−0827aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 221.8 | 1.47 (b) | 19 | -3.6 | -1.8 | ||||||||
| J2052+1218 | 503.7 | 3.92 (b) | 56 | -4.1 | -2.3 | ||||||||
| J2053+4650aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 79.5 | 3.81 (b) | 15 | -4.1 | -1.9 | ||||||||
| J2129+1210AccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 9.0 | 10.00 (ff) | 3200 | -2.5 | -1.9 | ||||||||
| J2129+1210BccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 17.8 | 10.00 (ff) | 130 | -4.9 | -2.9 | ||||||||
| J2129+1210CccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 32.8 | 10.00 (ff) | 75 | -4.8 | -2.4 | ||||||||
| J2129+1210DccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 208.2 | 10.00 (ff) | 78 | -3.6 | -1.9 | ||||||||
| J2129+1210EccThis is a globular cluster pulsar for which a proxy period derivative has been derived assuming a characteristic age of years and a braking index of . | 215.0 | 10.00 (ff) | 66 | -3.8 | -2.0 | ||||||||
| J2145−0750 | 62.3 | (g) | 0.65 (g) | 8.7 | -4.1 | -1.8 | |||||||
| J2205+60 | 414.0 | 3.53 (b) | 36 | -4.0 | -1.9 | ||||||||
| J2214+3000aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 320.6 | 0.60 (a) | 9.5 | -3.5 | -1.7 | ||||||||
| J2222−0137 | 30.5 | (gg) | 0.27 (gg) | 20 | -4.7 | -2.3 | |||||||
| J2229+2643aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 335.8 | 1.80 (b) | 72 | -3.2 | -1.8 | ||||||||
| J2234+0611aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 279.6 | 1.50 (a) | 34 | -3.7 | -1.9 | ||||||||
| J2234+0944aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 275.7 | 0.80 (a) | 8.2 | -3.9 | -2.0 | ||||||||
| J2235+1506aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 16.7 | 1.54 (b) | 95 | -3.4 | -1.9 | ||||||||
| J2241−5236 | 457.3 | 0.96 (b) | 13 | -4.1 | -2.2 | ||||||||
| J2256−1024 | 435.8 | 1.33 (b) | 17 | -3.7 | -2.1 | ||||||||
| J2310−0555 | 382.8 | 1.55 (b) | 28 | -4.0 | -2.1 | ||||||||
| J2317+1439 | 290.3 | (g) | 1.01 (g) | 32 | -3.6 | -1.6 | |||||||
| J2322+2057 | 208.0 | (ii) | 0.23 (ii) | 12 | -3.7 | -2.0 | |||||||
| J2339−0533aaThe observed has been corrected to account for the relative motion between the pulsar and observer. | 346.7 | 1.10 (jj) | 15 | -4.9 | -2.4 |
| Pulsar Name | Distance | Analysis | StatisticaaFor the Bayesian method this column shows the base-10 logarithm of the Bayesian odds, , comparing a coherent signal model at both the , modes to incoherent signal models. For the -/-statistic method this column shows the false alarm probability for a signal just at the , mode, assuming that the value has a distribution with 4 degrees-of-freedom and the value has a distribution with 2 degrees-of-freedom. For the 5-vector method this column shows the -value for a search for a signal at just the , mode, where the null hypothesis being tested is that the data is consistent with pure Gaussian noise. | StatisticbbThis is the same as in footnote aafootnotemark: , but for all the methods the assumed signal model is from the mode. | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (J2000) | (Hz) | (s s | (kpc) | Method | (kg m2) | l=2,m=1,2 | l=2,m=2 | ||||||
| J0205+6449ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 15.2 | 2.00 (c) | Bayesian | 0.065(0.082) | -4.8(-4.7) | -2.8(-2.6) | |||||||
| -statistic | 0.13 | 0.71 | 0.26 | ||||||||||
| 5-vector | 0.042(0.065) | 0.41 | |||||||||||
| J0534+2200ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 29.7 | 2.00 | Bayesian | 0.013(0.011) | -5.2(-5.3) | -2.6(-2.6) | |||||||
| -statistic | 0.015(0.0091) | 0.32(0.18) | 0.65(0.87) | ||||||||||
| 5-vector | 0.02(0.02) | 0.70 | 0.45 | ||||||||||
| J0711-6830ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 182.1 | 0.11 (b) | Bayesian | 1.3 | -3.1 | -1.9 | |||||||
| -statistic | |||||||||||||
| 5-vector | 1.3 | 0.79 | 0.39 | ||||||||||
| J0835−4510ccThe observed has been corrected to account for the relative motion between the pulsar and observer. | 11.2 | 0.29 (j) | Bayesian | 0.073(0.062) | -3.3(-3.1) | -1.8(-2.1) | |||||||
| -statistic | 0.078(0.06) | 0.75(0.75) | 0.75(0.75) | ||||||||||
| 5-vector | 0.07(0.071) | 0.41 | |||||||||||
| J1028−5819 | 10.9 | 1.42 (b) | Bayesian | 1 | -3.8 | -2.2 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.8 | 0.40 | |||||||||||
| J1718−3825 | 13.4 | 3.49 (b) | Bayesian | 0.8 | -5.7 | -2.5 | |||||||
| -statistic | |||||||||||||
| 5-vector | 0.67 | 0.67 |
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Searches for Gravitational Waves from Known Pulsars at Two Harmonics in 2015–2017 LIGO Data
B. P. Abbott
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
R. Abbott
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
T. D. Abbott
Louisiana State University, Baton Rouge, LA 70803, USA
S. Abraham
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
F. Acernese
Università di Salerno, Fisciano, I-84084 Salerno, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
K. Ackley
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
C. Adams
LIGO Livingston Observatory, Livingston, LA 70754, USA
R. X. Adhikari
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
V. B. Adya
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
C. Affeldt
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
M. Agathos
University of Cambridge, Cambridge CB2 1TN, United Kingdom
K. Agatsuma
University of Birmingham, Birmingham B15 2TT, United Kingdom
N. Aggarwal
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
O. D. Aguiar
Instituto Nacional de Pesquisas Espaciais, 12227-010 São José dos Campos, São Paulo, Brazil
L. Aiello
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Laboratori Nazionali del Gran Sasso, I-67100 Assergi, Italy
A. Ain
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
P. Ajith
International Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru 560089, India
G. Allen
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
A. Allocca
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
M. A. Aloy
Departamento de Astronomía y Astrofísica, Universitat de València, E-46100 Burjassot, València, Spain
P. A. Altin
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
A. Amato
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
A. Ananyeva
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. B. Anderson
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
W. G. Anderson
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
S. V. Angelova
SUPA, University of Strathclyde, Glasgow G1 1XQ, United Kingdom
S. Antier
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
S. Appert
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
K. Arai
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
M. C. Araya
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
J. S. Areeda
California State University Fullerton, Fullerton, CA 92831, USA
M. Arène
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
N. Arnaud
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
S. Ascenzi
Università di Roma Tor Vergata, I-00133 Roma, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
G. Ashton
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
S. M. Aston
LIGO Livingston Observatory, Livingston, LA 70754, USA
P. Astone
INFN, Sezione di Roma, I-00185 Roma, Italy
F. Aubin
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
P. Aufmuth
Leibniz Universität Hannover, D-30167 Hannover, Germany
K. AultONeal
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
C. Austin
Louisiana State University, Baton Rouge, LA 70803, USA
V. Avendano
Montclair State University, Montclair, NJ 07043, USA
A. Avila-Alvarez
California State University Fullerton, Fullerton, CA 92831, USA
S. Babak
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
P. Bacon
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
F. Badaracco
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Laboratori Nazionali del Gran Sasso, I-67100 Assergi, Italy
M. K. M. Bader
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
S. Bae
Korea Institute of Science and Technology Information, Daejeon 34141, South Korea
M. Bailes
OzGrav, Swinburne University of Technology, Hawthorn VIC 3122, Australia
P. T. Baker
West Virginia University, Morgantown, WV 26506, USA
F. Baldaccini
Università di Perugia, I-06123 Perugia, Italy
INFN, Sezione di Perugia, I-06123 Perugia, Italy
G. Ballardin
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
S. W. Ballmer
Syracuse University, Syracuse, NY 13244, USA
S. Banagiri
University of Minnesota, Minneapolis, MN 55455, USA
J. C. Barayoga
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. E. Barclay
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
B. C. Barish
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
D. Barker
LIGO Hanford Observatory, Richland, WA 99352, USA
K. Barkett
Caltech CaRT, Pasadena, CA 91125, USA
S. Barnum
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
F. Barone
Università di Salerno, Fisciano, I-84084 Salerno, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
B. Barr
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
L. Barsotti
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
M. Barsuglia
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
D. Barta
Wigner RCP, RMKI, H-1121 Budapest, Konkoly Thege Miklós út 29-33, Hungary
J. Bartlett
LIGO Hanford Observatory, Richland, WA 99352, USA
I. Bartos
University of Florida, Gainesville, FL 32611, USA
R. Bassiri
Stanford University, Stanford, CA 94305, USA
A. Basti
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
M. Bawaj
Università di Camerino, Dipartimento di Fisica, I-62032 Camerino, Italy
INFN, Sezione di Perugia, I-06123 Perugia, Italy
J. C. Bayley
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
M. Bazzan
Università di Padova, Dipartimento di Fisica e Astronomia, I-35131 Padova, Italy
INFN, Sezione di Padova, I-35131 Padova, Italy
B. Bécsy
Montana State University, Bozeman, MT 59717, USA
M. Bejger
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
Nicolaus Copernicus Astronomical Center, Polish Academy of Sciences, 00-716, Warsaw, Poland
I. Belahcene
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
A. S. Bell
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
D. Beniwal
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
B. K. Berger
Stanford University, Stanford, CA 94305, USA
G. Bergmann
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
S. Bernuzzi
Theoretisch-Physikalisches Institut, Friedrich-Schiller-Universität Jena, D-07743 Jena, Germany
INFN, Sezione di Milano Bicocca, Gruppo Collegato di Parma, I-43124 Parma, Italy
J. J. Bero
Rochester Institute of Technology, Rochester, NY 14623, USA
C. P. L. Berry
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
D. Bersanetti
INFN, Sezione di Genova, I-16146 Genova, Italy
A. Bertolini
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
J. Betzwieser
LIGO Livingston Observatory, Livingston, LA 70754, USA
R. Bhandare
RRCAT, Indore, Madhya Pradesh 452013, India
J. Bidler
California State University Fullerton, Fullerton, CA 92831, USA
I. A. Bilenko
Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia
S. A. Bilgili
West Virginia University, Morgantown, WV 26506, USA
G. Billingsley
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
J. Birch
LIGO Livingston Observatory, Livingston, LA 70754, USA
R. Birney
SUPA, University of Strathclyde, Glasgow G1 1XQ, United Kingdom
O. Birnholtz
Rochester Institute of Technology, Rochester, NY 14623, USA
S. Biscans
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
S. Biscoveanu
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
A. Bisht
Leibniz Universität Hannover, D-30167 Hannover, Germany
M. Bitossi
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
M. A. Bizouard
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
J. K. Blackburn
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
C. D. Blair
LIGO Livingston Observatory, Livingston, LA 70754, USA
D. G. Blair
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
R. M. Blair
LIGO Hanford Observatory, Richland, WA 99352, USA
S. Bloemen
Department of Astrophysics/IMAPP, Radboud University Nijmegen, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands
N. Bode
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
M. Boer
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
Y. Boetzel
Physik-Institut, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
G. Bogaert
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
F. Bondu
Univ Rennes, CNRS, Institut FOTON - UMR6082, F-3500 Rennes, France
E. Bonilla
Stanford University, Stanford, CA 94305, USA
R. Bonnand
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
P. Booker
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
B. A. Boom
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
C. D. Booth
Cardiff University, Cardiff CF24 3AA, United Kingdom
R. Bork
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
V. Boschi
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
S. Bose
Washington State University, Pullman, WA 99164, USA
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
K. Bossie
LIGO Livingston Observatory, Livingston, LA 70754, USA
V. Bossilkov
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
J. Bosveld
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
Y. Bouffanais
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
A. Bozzi
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
C. Bradaschia
INFN, Sezione di Pisa, I-56127 Pisa, Italy
P. R. Brady
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
A. Bramley
LIGO Livingston Observatory, Livingston, LA 70754, USA
M. Branchesi
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Laboratori Nazionali del Gran Sasso, I-67100 Assergi, Italy
J. E. Brau
University of Oregon, Eugene, OR 97403, USA
T. Briant
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
J. H. Briggs
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
F. Brighenti
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
A. Brillet
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
M. Brinkmann
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
V. Brisson
Deceased, February 2018.
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
P. Brockill
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
A. F. Brooks
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
D. D. Brown
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
S. Brunett
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
A. Buikema
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
T. Bulik
Astronomical Observatory Warsaw University, 00-478 Warsaw, Poland
H. J. Bulten
VU University Amsterdam, 1081 HV Amsterdam, The Netherlands
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
A. Buonanno
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
University of Maryland, College Park, MD 20742, USA
D. Buskulic
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
C. Buy
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
R. L. Byer
Stanford University, Stanford, CA 94305, USA
M. Cabero
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
L. Cadonati
School of Physics, Georgia Institute of Technology, Atlanta, GA 30332, USA
G. Cagnoli
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
Université Claude Bernard Lyon 1, F-69622 Villeurbanne, France
C. Cahillane
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
J. Calderón Bustillo
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
T. A. Callister
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
E. Calloni
Università di Napoli ’Federico II,’ Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
J. B. Camp
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
W. A. Campbell
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
M. Canepa
Dipartimento di Fisica, Università degli Studi di Genova, I-16146 Genova, Italy
INFN, Sezione di Genova, I-16146 Genova, Italy
K. C. Cannon
RESCEU, University of Tokyo, Tokyo, 113-0033, Japan.
H. Cao
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
J. Cao
Tsinghua University, Beijing 100084, China
E. Capocasa
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
F. Carbognani
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
S. Caride
Texas Tech University, Lubbock, TX 79409, USA
M. F. Carney
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
G. Carullo
Università di Pisa, I-56127 Pisa, Italy
J. Casanueva Diaz
INFN, Sezione di Pisa, I-56127 Pisa, Italy
C. Casentini
Università di Roma Tor Vergata, I-00133 Roma, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
S. Caudill
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
M. Cavaglià
The University of Mississippi, University, MS 38677, USA
F. Cavalier
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
R. Cavalieri
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
G. Cella
INFN, Sezione di Pisa, I-56127 Pisa, Italy
P. Cerdá-Durán
Departamento de Astronomía y Astrofísica, Universitat de València, E-46100 Burjassot, València, Spain
G. Cerretani
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
E. Cesarini
Museo Storico della Fisica e Centro Studi e Ricerche “Enrico Fermi”, I-00184 Roma, Italyrico Fermi, I-00184 Roma, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
O. Chaibi
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
K. Chakravarti
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
S. J. Chamberlin
The Pennsylvania State University, University Park, PA 16802, USA
M. Chan
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
S. Chao
National Tsing Hua University, Hsinchu City, 30013 Taiwan, Republic of China
P. Charlton
Charles Sturt University, Wagga Wagga, New South Wales 2678, Australia
E. A. Chase
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
E. Chassande-Mottin
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
D. Chatterjee
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
M. Chaturvedi
RRCAT, Indore, Madhya Pradesh 452013, India
B. D. Cheeseboro
West Virginia University, Morgantown, WV 26506, USA
H. Y. Chen
University of Chicago, Chicago, IL 60637, USA
X. Chen
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
Y. Chen
Caltech CaRT, Pasadena, CA 91125, USA
H.-P. Cheng
University of Florida, Gainesville, FL 32611, USA
C. K. Cheong
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
H. Y. Chia
University of Florida, Gainesville, FL 32611, USA
A. Chincarini
INFN, Sezione di Genova, I-16146 Genova, Italy
A. Chiummo
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
G. Cho
Seoul National University, Seoul 08826, South Korea
H. S. Cho
Pusan National University, Busan 46241, South Korea
M. Cho
University of Maryland, College Park, MD 20742, USA
N. Christensen
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
Carleton College, Northfield, MN 55057, USA
Q. Chu
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
S. Chua
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
K. W. Chung
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
S. Chung
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
G. Ciani
Università di Padova, Dipartimento di Fisica e Astronomia, I-35131 Padova, Italy
INFN, Sezione di Padova, I-35131 Padova, Italy
A. A. Ciobanu
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
R. Ciolfi
INAF, Osservatorio Astronomico di Padova, I-35122 Padova, Italy
INFN, Trento Institute for Fundamental Physics and Applications, I-38123 Povo, Trento, Italy
F. Cipriano
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
A. Cirone
Dipartimento di Fisica, Università degli Studi di Genova, I-16146 Genova, Italy
INFN, Sezione di Genova, I-16146 Genova, Italy
F. Clara
LIGO Hanford Observatory, Richland, WA 99352, USA
J. A. Clark
School of Physics, Georgia Institute of Technology, Atlanta, GA 30332, USA
P. Clearwater
OzGrav, University of Melbourne, Parkville, Victoria 3010, Australia
F. Cleva
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
C. Cocchieri
The University of Mississippi, University, MS 38677, USA
E. Coccia
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Laboratori Nazionali del Gran Sasso, I-67100 Assergi, Italy
P.-F. Cohadon
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
D. Cohen
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
R. Colgan
Columbia University, New York, NY 10027, USA
M. Colleoni
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
C. G. Collette
Université Libre de Bruxelles, Brussels 1050, Belgium
C. Collins
University of Birmingham, Birmingham B15 2TT, United Kingdom
L. R. Cominsky
Sonoma State University, Rohnert Park, CA 94928, USA
M. Constancio Jr
Instituto Nacional de Pesquisas Espaciais, 12227-010 São José dos Campos, São Paulo, Brazil
L. Conti
INFN, Sezione di Padova, I-35131 Padova, Italy
S. J. Cooper
University of Birmingham, Birmingham B15 2TT, United Kingdom
P. Corban
LIGO Livingston Observatory, Livingston, LA 70754, USA
T. R. Corbitt
Louisiana State University, Baton Rouge, LA 70803, USA
I. Cordero-Carrión
Departamento de Matemáticas, Universitat de València, E-46100 Burjassot, València, Spain
K. R. Corley
Columbia University, New York, NY 10027, USA
N. Cornish
Montana State University, Bozeman, MT 59717, USA
A. Corsi
Texas Tech University, Lubbock, TX 79409, USA
S. Cortese
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
C. A. Costa
Instituto Nacional de Pesquisas Espaciais, 12227-010 São José dos Campos, São Paulo, Brazil
R. Cotesta
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
M. W. Coughlin
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. B. Coughlin
Cardiff University, Cardiff CF24 3AA, United Kingdom
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
J.-P. Coulon
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
S. T. Countryman
Columbia University, New York, NY 10027, USA
P. Couvares
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
P. B. Covas
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
E. E. Cowan
School of Physics, Georgia Institute of Technology, Atlanta, GA 30332, USA
D. M. Coward
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
M. J. Cowart
LIGO Livingston Observatory, Livingston, LA 70754, USA
D. C. Coyne
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
R. Coyne
University of Rhode Island, Kingston, RI 02881, USA
J. D. E. Creighton
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
T. D. Creighton
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
J. Cripe
Louisiana State University, Baton Rouge, LA 70803, USA
M. Croquette
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
S. G. Crowder
Bellevue College, Bellevue, WA 98007, USA
T. J. Cullen
Louisiana State University, Baton Rouge, LA 70803, USA
A. Cumming
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
L. Cunningham
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
E. Cuoco
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
T. Dal Canton
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
G. Dálya
MTA-ELTE Astrophysics Research Group, Institute of Physics, Eötvös University, Budapest 1117, Hungary
S. L. Danilishin
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
S. D’Antonio
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
K. Danzmann
Leibniz Universität Hannover, D-30167 Hannover, Germany
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
A. Dasgupta
Institute for Plasma Research, Bhat, Gandhinagar 382428, India
C. F. Da Silva Costa
University of Florida, Gainesville, FL 32611, USA
L. E. H. Datrier
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
V. Dattilo
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
I. Dave
RRCAT, Indore, Madhya Pradesh 452013, India
M. Davier
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
D. Davis
Syracuse University, Syracuse, NY 13244, USA
E. J. Daw
The University of Sheffield, Sheffield S10 2TN, United Kingdom
D. DeBra
Stanford University, Stanford, CA 94305, USA
M. Deenadayalan
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
J. Degallaix
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
M. De Laurentis
Università di Napoli ’Federico II,’ Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
S. Deléglise
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
W. Del Pozzo
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
L. M. DeMarchi
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
N. Demos
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
T. Dent
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
IGFAE, Campus Sur, Universidade de Santiago de Compostela, 15782 Spain
R. De Pietri
Dipartimento di Scienze Matematiche, Fisiche e Informatiche, Università di Parma, I-43124 Parma, Italy
INFN, Sezione di Milano Bicocca, Gruppo Collegato di Parma, I-43124 Parma, Italy
J. Derby
California State University Fullerton, Fullerton, CA 92831, USA
R. De Rosa
Università di Napoli ’Federico II,’ Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
C. De Rossi
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
R. DeSalvo
California State University, Los Angeles, 5151 State University Dr, Los Angeles, CA 90032, USA
O. de Varona
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
S. Dhurandhar
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
M. C. Díaz
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
T. Dietrich
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
L. Di Fiore
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
M. Di Giovanni
Università di Trento, Dipartimento di Fisica, I-38123 Povo, Trento, Italy
INFN, Trento Institute for Fundamental Physics and Applications, I-38123 Povo, Trento, Italy
T. Di Girolamo
Università di Napoli ’Federico II,’ Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
A. Di Lieto
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
B. Ding
Université Libre de Bruxelles, Brussels 1050, Belgium
S. Di Pace
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
I. Di Palma
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
F. Di Renzo
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
A. Dmitriev
University of Birmingham, Birmingham B15 2TT, United Kingdom
Z. Doctor
University of Chicago, Chicago, IL 60637, USA
F. Donovan
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
K. L. Dooley
Cardiff University, Cardiff CF24 3AA, United Kingdom
The University of Mississippi, University, MS 38677, USA
S. Doravari
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
I. Dorrington
Cardiff University, Cardiff CF24 3AA, United Kingdom
T. P. Downes
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
M. Drago
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Laboratori Nazionali del Gran Sasso, I-67100 Assergi, Italy
J. C. Driggers
LIGO Hanford Observatory, Richland, WA 99352, USA
Z. Du
Tsinghua University, Beijing 100084, China
J.-G. Ducoin
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
P. Dupej
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
S. E. Dwyer
LIGO Hanford Observatory, Richland, WA 99352, USA
P. J. Easter
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
T. B. Edo
The University of Sheffield, Sheffield S10 2TN, United Kingdom
M. C. Edwards
Carleton College, Northfield, MN 55057, USA
A. Effler
LIGO Livingston Observatory, Livingston, LA 70754, USA
P. Ehrens
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
J. Eichholz
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. S. Eikenberry
University of Florida, Gainesville, FL 32611, USA
M. Eisenmann
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
R. A. Eisenstein
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
R. C. Essick
University of Chicago, Chicago, IL 60637, USA
H. Estelles
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
D. Estevez
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
Z. B. Etienne
West Virginia University, Morgantown, WV 26506, USA
T. Etzel
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
M. Evans
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
T. M. Evans
LIGO Livingston Observatory, Livingston, LA 70754, USA
V. Fafone
Università di Roma Tor Vergata, I-00133 Roma, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
H. Fair
Syracuse University, Syracuse, NY 13244, USA
S. Fairhurst
Cardiff University, Cardiff CF24 3AA, United Kingdom
X. Fan
Tsinghua University, Beijing 100084, China
S. Farinon
INFN, Sezione di Genova, I-16146 Genova, Italy
B. Farr
University of Oregon, Eugene, OR 97403, USA
W. M. Farr
University of Birmingham, Birmingham B15 2TT, United Kingdom
E. J. Fauchon-Jones
Cardiff University, Cardiff CF24 3AA, United Kingdom
M. Favata
Montclair State University, Montclair, NJ 07043, USA
M. Fays
The University of Sheffield, Sheffield S10 2TN, United Kingdom
M. Fazio
Colorado State University, Fort Collins, CO 80523, USA
C. Fee
Kenyon College, Gambier, OH 43022, USA
J. Feicht
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
M. M. Fejer
Stanford University, Stanford, CA 94305, USA
F. Feng
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
A. Fernandez-Galiana
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
I. Ferrante
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
E. C. Ferreira
Instituto Nacional de Pesquisas Espaciais, 12227-010 São José dos Campos, São Paulo, Brazil
T. A. Ferreira
Instituto Nacional de Pesquisas Espaciais, 12227-010 São José dos Campos, São Paulo, Brazil
F. Ferrini
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
F. Fidecaro
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
I. Fiori
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
D. Fiorucci
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
M. Fishbach
University of Chicago, Chicago, IL 60637, USA
R. P. Fisher
Syracuse University, Syracuse, NY 13244, USA
Christopher Newport University, Newport News, VA 23606, USA
J. M. Fishner
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
M. Fitz-Axen
University of Minnesota, Minneapolis, MN 55455, USA
R. Flaminio
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan
M. Fletcher
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
E. Flynn
California State University Fullerton, Fullerton, CA 92831, USA
H. Fong
Canadian Institute for Theoretical Astrophysics, University of Toronto, Toronto, Ontario M5S 3H8, Canada
J. A. Font
Departamento de Astronomía y Astrofísica, Universitat de València, E-46100 Burjassot, València, Spain
Observatori Astronòmic, Universitat de València, E-46980 Paterna, València, Spain
P. W. F. Forsyth
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
J.-D. Fournier
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
S. Frasca
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
F. Frasconi
INFN, Sezione di Pisa, I-56127 Pisa, Italy
Z. Frei
MTA-ELTE Astrophysics Research Group, Institute of Physics, Eötvös University, Budapest 1117, Hungary
A. Freise
University of Birmingham, Birmingham B15 2TT, United Kingdom
R. Frey
University of Oregon, Eugene, OR 97403, USA
V. Frey
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
P. Fritschel
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
V. V. Frolov
LIGO Livingston Observatory, Livingston, LA 70754, USA
P. Fulda
University of Florida, Gainesville, FL 32611, USA
M. Fyffe
LIGO Livingston Observatory, Livingston, LA 70754, USA
H. A. Gabbard
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
B. U. Gadre
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
S. M. Gaebel
University of Birmingham, Birmingham B15 2TT, United Kingdom
J. R. Gair
School of Mathematics, University of Edinburgh, Edinburgh EH9 3FD, United Kingdom
L. Gammaitoni
Università di Perugia, I-06123 Perugia, Italy
M. R. Ganija
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
S. G. Gaonkar
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
A. Garcia
California State University Fullerton, Fullerton, CA 92831, USA
C. García-Quirós
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
F. Garufi
Università di Napoli ’Federico II,’ Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
B. Gateley
LIGO Hanford Observatory, Richland, WA 99352, USA
S. Gaudio
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
G. Gaur
Institute Of Advanced Research, Gandhinagar 382426, India
V. Gayathri
Indian Institute of Technology Bombay, Powai, Mumbai 400 076, India
G. Gemme
INFN, Sezione di Genova, I-16146 Genova, Italy
E. Genin
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
A. Gennai
INFN, Sezione di Pisa, I-56127 Pisa, Italy
D. George
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
J. George
RRCAT, Indore, Madhya Pradesh 452013, India
L. Gergely
University of Szeged, Dóm tér 9, Szeged 6720, Hungary
V. Germain
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
S. Ghonge
School of Physics, Georgia Institute of Technology, Atlanta, GA 30332, USA
Abhirup Ghosh
International Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru 560089, India
Archisman Ghosh
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
S. Ghosh
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
B. Giacomazzo
Università di Trento, Dipartimento di Fisica, I-38123 Povo, Trento, Italy
INFN, Trento Institute for Fundamental Physics and Applications, I-38123 Povo, Trento, Italy
J. A. Giaime
Louisiana State University, Baton Rouge, LA 70803, USA
LIGO Livingston Observatory, Livingston, LA 70754, USA
K. D. Giardina
LIGO Livingston Observatory, Livingston, LA 70754, USA
A. Giazotto
Deceased, November 2017.
INFN, Sezione di Pisa, I-56127 Pisa, Italy
K. Gill
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
G. Giordano
Università di Salerno, Fisciano, I-84084 Salerno, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
L. Glover
California State University, Los Angeles, 5151 State University Dr, Los Angeles, CA 90032, USA
P. Godwin
The Pennsylvania State University, University Park, PA 16802, USA
E. Goetz
LIGO Hanford Observatory, Richland, WA 99352, USA
R. Goetz
University of Florida, Gainesville, FL 32611, USA
B. Goncharov
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
G. González
Louisiana State University, Baton Rouge, LA 70803, USA
J. M. Gonzalez Castro
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
A. Gopakumar
Tata Institute of Fundamental Research, Mumbai 400005, India
M. L. Gorodetsky
Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia
S. E. Gossan
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
M. Gosselin
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
R. Gouaty
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
A. Grado
INAF, Osservatorio Astronomico di Capodimonte, I-80131, Napoli, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
C. Graef
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
M. Granata
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
A. Grant
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
S. Gras
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
P. Grassia
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
C. Gray
LIGO Hanford Observatory, Richland, WA 99352, USA
R. Gray
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
G. Greco
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
A. C. Green
University of Birmingham, Birmingham B15 2TT, United Kingdom
University of Florida, Gainesville, FL 32611, USA
R. Green
Cardiff University, Cardiff CF24 3AA, United Kingdom
E. M. Gretarsson
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
P. Groot
Department of Astrophysics/IMAPP, Radboud University Nijmegen, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands
H. Grote
Cardiff University, Cardiff CF24 3AA, United Kingdom
S. Grunewald
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
P. Gruning
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
G. M. Guidi
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
H. K. Gulati
Institute for Plasma Research, Bhat, Gandhinagar 382428, India
Y. Guo
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
A. Gupta
The Pennsylvania State University, University Park, PA 16802, USA
M. K. Gupta
Institute for Plasma Research, Bhat, Gandhinagar 382428, India
E. K. Gustafson
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
R. Gustafson
University of Michigan, Ann Arbor, MI 48109, USA
L. Haegel
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
O. Halim
INFN, Laboratori Nazionali del Gran Sasso, I-67100 Assergi, Italy
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
B. R. Hall
Washington State University, Pullman, WA 99164, USA
E. D. Hall
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
E. Z. Hamilton
Cardiff University, Cardiff CF24 3AA, United Kingdom
G. Hammond
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
M. Haney
Physik-Institut, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
M. M. Hanke
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
J. Hanks
LIGO Hanford Observatory, Richland, WA 99352, USA
C. Hanna
The Pennsylvania State University, University Park, PA 16802, USA
M. D. Hannam
Cardiff University, Cardiff CF24 3AA, United Kingdom
O. A. Hannuksela
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
J. Hanson
LIGO Livingston Observatory, Livingston, LA 70754, USA
T. Hardwick
Louisiana State University, Baton Rouge, LA 70803, USA
K. Haris
International Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru 560089, India
J. Harms
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Laboratori Nazionali del Gran Sasso, I-67100 Assergi, Italy
G. M. Harry
American University, Washington, D.C. 20016, USA
I. W. Harry
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
C.-J. Haster
Canadian Institute for Theoretical Astrophysics, University of Toronto, Toronto, Ontario M5S 3H8, Canada
K. Haughian
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
F. J. Hayes
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
J. Healy
Rochester Institute of Technology, Rochester, NY 14623, USA
A. Heidmann
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
M. C. Heintze
LIGO Livingston Observatory, Livingston, LA 70754, USA
H. Heitmann
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
P. Hello
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
G. Hemming
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
M. Hendry
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
I. S. Heng
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
J. Hennig
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
A. W. Heptonstall
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
Francisco Hernandez Vivanco
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
M. Heurs
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
S. Hild
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
T. Hinderer
GRAPPA, Anton Pannekoek Institute for Astronomy and Institute of High-Energy Physics, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
Delta Institute for Theoretical Physics, Science Park 904, 1090 GL Amsterdam, The Netherlands
W. C. G. Ho
Department of Physics and Astronomy, Haverford College, 370 Lancaster Avenue, Haverford, PA 19041, USA
D. Hoak
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
S. Hochheim
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
D. Hofman
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
A. M. Holgado
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
N. A. Holland
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
K. Holt
LIGO Livingston Observatory, Livingston, LA 70754, USA
D. E. Holz
University of Chicago, Chicago, IL 60637, USA
P. Hopkins
Cardiff University, Cardiff CF24 3AA, United Kingdom
C. Horst
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
J. Hough
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
E. J. Howell
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
C. G. Hoy
Cardiff University, Cardiff CF24 3AA, United Kingdom
A. Hreibi
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
E. A. Huerta
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
D. Huet
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
B. Hughey
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
M. Hulko
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. Husa
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
S. H. Huttner
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
T. Huynh-Dinh
LIGO Livingston Observatory, Livingston, LA 70754, USA
B. Idzkowski
Astronomical Observatory Warsaw University, 00-478 Warsaw, Poland
A. Iess
Università di Roma Tor Vergata, I-00133 Roma, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
C. Ingram
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
R. Inta
Texas Tech University, Lubbock, TX 79409, USA
G. Intini
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
B. Irwin
Kenyon College, Gambier, OH 43022, USA
H. N. Isa
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
J.-M. Isac
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
M. Isi
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
B. R. Iyer
International Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru 560089, India
K. Izumi
LIGO Hanford Observatory, Richland, WA 99352, USA
T. Jacqmin
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
S. J. Jadhav
Directorate of Construction, Services & Estate Management, Mumbai 400094 India
K. Jani
School of Physics, Georgia Institute of Technology, Atlanta, GA 30332, USA
N. N. Janthalur
Directorate of Construction, Services & Estate Management, Mumbai 400094 India
P. Jaranowski
University of Białystok, 15-424 Białystok, Poland
A. C. Jenkins
King’s College London, University of London, London WC2R 2LS, United Kingdom
J. Jiang
University of Florida, Gainesville, FL 32611, USA
D. S. Johnson
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
A. W. Jones
University of Birmingham, Birmingham B15 2TT, United Kingdom
D. I. Jones
University of Southampton, Southampton SO17 1BJ, United Kingdom
R. Jones
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
R. J. G. Jonker
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
L. Ju
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
J. Junker
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
C. V. Kalaghatgi
Cardiff University, Cardiff CF24 3AA, United Kingdom
V. Kalogera
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
B. Kamai
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. Kandhasamy
The University of Mississippi, University, MS 38677, USA
G. Kang
Korea Institute of Science and Technology Information, Daejeon 34141, South Korea
J. B. Kanner
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. J. Kapadia
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
S. Karki
University of Oregon, Eugene, OR 97403, USA
K. S. Karvinen
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
R. Kashyap
International Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru 560089, India
M. Kasprzack
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. Katsanevas
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
E. Katsavounidis
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
W. Katzman
LIGO Livingston Observatory, Livingston, LA 70754, USA
S. Kaufer
Leibniz Universität Hannover, D-30167 Hannover, Germany
K. Kawabe
LIGO Hanford Observatory, Richland, WA 99352, USA
N. V. Keerthana
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
F. Kéfélian
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
D. Keitel
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
R. Kennedy
The University of Sheffield, Sheffield S10 2TN, United Kingdom
J. S. Key
University of Washington Bothell, Bothell, WA 98011, USA
F. Y. Khalili
Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia
H. Khan
California State University Fullerton, Fullerton, CA 92831, USA
I. Khan
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
S. Khan
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
Z. Khan
Institute for Plasma Research, Bhat, Gandhinagar 382428, India
E. A. Khazanov
Institute of Applied Physics, Nizhny Novgorod, 603950, Russia
M. Khursheed
RRCAT, Indore, Madhya Pradesh 452013, India
N. Kijbunchoo
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
Chunglee Kim
Ewha Womans University, Seoul 03760, South Korea
J. C. Kim
Inje University Gimhae, South Gyeongsang 50834, South Korea
K. Kim
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
W. Kim
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
W. S. Kim
National Institute for Mathematical Sciences, Daejeon 34047, South Korea
Y.-M. Kim
Ulsan National Institute of Science and Technology, Ulsan 44919, South Korea
C. Kimball
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
E. J. King
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
P. J. King
LIGO Hanford Observatory, Richland, WA 99352, USA
M. Kinley-Hanlon
American University, Washington, D.C. 20016, USA
R. Kirchhoff
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
J. S. Kissel
LIGO Hanford Observatory, Richland, WA 99352, USA
L. Kleybolte
Universität Hamburg, D-22761 Hamburg, Germany
J. H. Klika
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
S. Klimenko
University of Florida, Gainesville, FL 32611, USA
T. D. Knowles
West Virginia University, Morgantown, WV 26506, USA
P. Koch
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
S. M. Koehlenbeck
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
G. Koekoek
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
Maastricht University, P.O. Box 616, 6200 MD Maastricht, The Netherlands
S. Koley
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
V. Kondrashov
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
A. Kontos
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
N. Koper
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
M. Korobko
Universität Hamburg, D-22761 Hamburg, Germany
W. Z. Korth
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
I. Kowalska
Astronomical Observatory Warsaw University, 00-478 Warsaw, Poland
D. B. Kozak
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
V. Kringel
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
N. Krishnendu
Chennai Mathematical Institute, Chennai 603103, India
A. Królak
NCBJ, 05-400 Świerk-Otwock, Poland
Institute of Mathematics, Polish Academy of Sciences, 00656 Warsaw, Poland
G. Kuehn
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
A. Kumar
Directorate of Construction, Services & Estate Management, Mumbai 400094 India
P. Kumar
Cornell University, Ithaca, NY 14850, USA
R. Kumar
Institute for Plasma Research, Bhat, Gandhinagar 382428, India
S. Kumar
International Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru 560089, India
L. Kuo
National Tsing Hua University, Hsinchu City, 30013 Taiwan, Republic of China
A. Kutynia
NCBJ, 05-400 Świerk-Otwock, Poland
S. Kwang
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
B. D. Lackey
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
K. H. Lai
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
T. L. Lam
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
M. Landry
LIGO Hanford Observatory, Richland, WA 99352, USA
B. B. Lane
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
R. N. Lang
Hillsdale College, Hillsdale, MI 49242, USA
J. Lange
Rochester Institute of Technology, Rochester, NY 14623, USA
B. Lantz
Stanford University, Stanford, CA 94305, USA
R. K. Lanza
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
A. Lartaux-Vollard
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
P. D. Lasky
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
M. Laxen
LIGO Livingston Observatory, Livingston, LA 70754, USA
A. Lazzarini
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
C. Lazzaro
INFN, Sezione di Padova, I-35131 Padova, Italy
P. Leaci
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
S. Leavey
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
Y. K. Lecoeuche
LIGO Hanford Observatory, Richland, WA 99352, USA
C. H. Lee
Pusan National University, Busan 46241, South Korea
H. K. Lee
Hanyang University, Seoul 04763, South Korea
H. M. Lee
Korea Astronomy and Space Science Institute, Daejeon 34055, South Korea
H. W. Lee
Inje University Gimhae, South Gyeongsang 50834, South Korea
J. Lee
Seoul National University, Seoul 08826, South Korea
K. Lee
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
J. Lehmann
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
A. Lenon
West Virginia University, Morgantown, WV 26506, USA
N. Leroy
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
N. Letendre
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
Y. Levin
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
Columbia University, New York, NY 10027, USA
J. Li
Tsinghua University, Beijing 100084, China
K. J. L. Li
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
T. G. F. Li
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
X. Li
Caltech CaRT, Pasadena, CA 91125, USA
F. Lin
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
F. Linde
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
S. D. Linker
California State University, Los Angeles, 5151 State University Dr, Los Angeles, CA 90032, USA
T. B. Littenberg
NASA Marshall Space Flight Center, Huntsville, AL 35811, USA
J. Liu
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
X. Liu
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
R. K. L. Lo
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
N. A. Lockerbie
SUPA, University of Strathclyde, Glasgow G1 1XQ, United Kingdom
L. T. London
Cardiff University, Cardiff CF24 3AA, United Kingdom
A. Longo
Dipartimento di Matematica e Fisica, Università degli Studi Roma Tre, I-00146 Roma, Italy
INFN, Sezione di Roma Tre, I-00146 Roma, Italy
M. Lorenzini
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Laboratori Nazionali del Gran Sasso, I-67100 Assergi, Italy
V. Loriette
ESPCI, CNRS, F-75005 Paris, France
M. Lormand
LIGO Livingston Observatory, Livingston, LA 70754, USA
G. Losurdo
INFN, Sezione di Pisa, I-56127 Pisa, Italy
J. D. Lough
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
C. O. Lousto
Rochester Institute of Technology, Rochester, NY 14623, USA
G. Lovelace
California State University Fullerton, Fullerton, CA 92831, USA
M. E. Lower
OzGrav, Swinburne University of Technology, Hawthorn VIC 3122, Australia
H. Lück
Leibniz Universität Hannover, D-30167 Hannover, Germany
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
D. Lumaca
Università di Roma Tor Vergata, I-00133 Roma, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
A. P. Lundgren
University of Portsmouth, Portsmouth, PO1 3FX, United Kingdom
R. Lynch
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
Y. Ma
Caltech CaRT, Pasadena, CA 91125, USA
R. Macas
Cardiff University, Cardiff CF24 3AA, United Kingdom
S. Macfoy
SUPA, University of Strathclyde, Glasgow G1 1XQ, United Kingdom
M. MacInnis
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
D. M. Macleod
Cardiff University, Cardiff CF24 3AA, United Kingdom
A. Macquet
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
F. Magaña-Sandoval
Syracuse University, Syracuse, NY 13244, USA
L. Magaña Zertuche
The University of Mississippi, University, MS 38677, USA
R. M. Magee
The Pennsylvania State University, University Park, PA 16802, USA
E. Majorana
INFN, Sezione di Roma, I-00185 Roma, Italy
I. Maksimovic
ESPCI, CNRS, F-75005 Paris, France
A. Malik
RRCAT, Indore, Madhya Pradesh 452013, India
N. Man
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
V. Mandic
University of Minnesota, Minneapolis, MN 55455, USA
V. Mangano
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
G. L. Mansell
LIGO Hanford Observatory, Richland, WA 99352, USA
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
M. Manske
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
M. Mantovani
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
F. Marchesoni
Università di Camerino, Dipartimento di Fisica, I-62032 Camerino, Italy
INFN, Sezione di Perugia, I-06123 Perugia, Italy
F. Marion
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
S. Márka
Columbia University, New York, NY 10027, USA
Z. Márka
Columbia University, New York, NY 10027, USA
C. Markakis
University of Cambridge, Cambridge CB2 1TN, United Kingdom
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
A. S. Markosyan
Stanford University, Stanford, CA 94305, USA
A. Markowitz
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
E. Maros
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
A. Marquina
Departamento de Matemáticas, Universitat de València, E-46100 Burjassot, València, Spain
S. Marsat
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
F. Martelli
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
I. W. Martin
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
R. M. Martin
Montclair State University, Montclair, NJ 07043, USA
D. V. Martynov
University of Birmingham, Birmingham B15 2TT, United Kingdom
K. Mason
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
E. Massera
The University of Sheffield, Sheffield S10 2TN, United Kingdom
A. Masserot
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
T. J. Massinger
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
M. Masso-Reid
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
S. Mastrogiovanni
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
A. Matas
University of Minnesota, Minneapolis, MN 55455, USA
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
F. Matichard
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
L. Matone
Columbia University, New York, NY 10027, USA
N. Mavalvala
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
N. Mazumder
Washington State University, Pullman, WA 99164, USA
J. J. McCann
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
R. McCarthy
LIGO Hanford Observatory, Richland, WA 99352, USA
D. E. McClelland
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
S. McCormick
LIGO Livingston Observatory, Livingston, LA 70754, USA
L. McCuller
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
S. C. McGuire
Southern University and A&M College, Baton Rouge, LA 70813, USA
J. McIver
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
D. J. McManus
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
T. McRae
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
S. T. McWilliams
West Virginia University, Morgantown, WV 26506, USA
D. Meacher
The Pennsylvania State University, University Park, PA 16802, USA
G. D. Meadors
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
M. Mehmet
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
A. K. Mehta
International Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru 560089, India
J. Meidam
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
A. Melatos
OzGrav, University of Melbourne, Parkville, Victoria 3010, Australia
G. Mendell
LIGO Hanford Observatory, Richland, WA 99352, USA
R. A. Mercer
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
L. Mereni
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
E. L. Merilh
LIGO Hanford Observatory, Richland, WA 99352, USA
M. Merzougui
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
S. Meshkov
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
C. Messenger
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
C. Messick
The Pennsylvania State University, University Park, PA 16802, USA
R. Metzdorff
Laboratoire Kastler Brossel, Sorbonne Université, CNRS, ENS-Université PSL, Collège de France, F-75005 Paris, France
P. M. Meyers
OzGrav, University of Melbourne, Parkville, Victoria 3010, Australia
H. Miao
University of Birmingham, Birmingham B15 2TT, United Kingdom
C. Michel
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
H. Middleton
OzGrav, University of Melbourne, Parkville, Victoria 3010, Australia
E. E. Mikhailov
College of William and Mary, Williamsburg, VA 23187, USA
L. Milano
Università di Napoli ’Federico II,’ Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
A. L. Miller
University of Florida, Gainesville, FL 32611, USA
A. Miller
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
M. Millhouse
Montana State University, Bozeman, MT 59717, USA
J. C. Mills
Cardiff University, Cardiff CF24 3AA, United Kingdom
M. C. Milovich-Goff
California State University, Los Angeles, 5151 State University Dr, Los Angeles, CA 90032, USA
O. Minazzoli
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
Centre Scientifique de Monaco, 8 quai Antoine Ier, MC-98000, Monaco
Y. Minenkov
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
A. Mishkin
University of Florida, Gainesville, FL 32611, USA
C. Mishra
Indian Institute of Technology Madras, Chennai 600036, India
T. Mistry
The University of Sheffield, Sheffield S10 2TN, United Kingdom
S. Mitra
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
V. P. Mitrofanov
Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia
G. Mitselmakher
University of Florida, Gainesville, FL 32611, USA
R. Mittleman
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
G. Mo
Carleton College, Northfield, MN 55057, USA
D. Moffa
Kenyon College, Gambier, OH 43022, USA
K. Mogushi
The University of Mississippi, University, MS 38677, USA
S. R. P. Mohapatra
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
M. Montani
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
C. J. Moore
University of Cambridge, Cambridge CB2 1TN, United Kingdom
D. Moraru
LIGO Hanford Observatory, Richland, WA 99352, USA
G. Moreno
LIGO Hanford Observatory, Richland, WA 99352, USA
S. Morisaki
RESCEU, University of Tokyo, Tokyo, 113-0033, Japan.
B. Mours
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
C. M. Mow-Lowry
University of Birmingham, Birmingham B15 2TT, United Kingdom
Arunava Mukherjee
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
D. Mukherjee
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
S. Mukherjee
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
N. Mukund
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
A. Mullavey
LIGO Livingston Observatory, Livingston, LA 70754, USA
J. Munch
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
E. A. Muñiz
Syracuse University, Syracuse, NY 13244, USA
M. Muratore
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
P. G. Murray
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
A. Nagar
Museo Storico della Fisica e Centro Studi e Ricerche “Enrico Fermi”, I-00184 Roma, Italyrico Fermi, I-00184 Roma, Italy
INFN Sezione di Torino, Via P. Giuria 1, I-10125 Torino, Italy
Institut des Hautes Etudes Scientifiques, F-91440 Bures-sur-Yvette, France
I. Nardecchia
Università di Roma Tor Vergata, I-00133 Roma, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
L. Naticchioni
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
R. K. Nayak
IISER-Kolkata, Mohanpur, West Bengal 741252, India
J. Neilson
California State University, Los Angeles, 5151 State University Dr, Los Angeles, CA 90032, USA
G. Nelemans
Department of Astrophysics/IMAPP, Radboud University Nijmegen, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
T. J. N. Nelson
LIGO Livingston Observatory, Livingston, LA 70754, USA
M. Nery
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
A. Neunzert
University of Michigan, Ann Arbor, MI 48109, USA
K. Y. Ng
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
S. Ng
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
P. Nguyen
University of Oregon, Eugene, OR 97403, USA
D. Nichols
GRAPPA, Anton Pannekoek Institute for Astronomy and Institute of High-Energy Physics, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
S. Nissanke
GRAPPA, Anton Pannekoek Institute for Astronomy and Institute of High-Energy Physics, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
F. Nocera
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
C. North
Cardiff University, Cardiff CF24 3AA, United Kingdom
L. K. Nuttall
University of Portsmouth, Portsmouth, PO1 3FX, United Kingdom
M. Obergaulinger
Departamento de Astronomía y Astrofísica, Universitat de València, E-46100 Burjassot, València, Spain
J. Oberling
LIGO Hanford Observatory, Richland, WA 99352, USA
B. D. O’Brien
University of Florida, Gainesville, FL 32611, USA
G. D. O’Dea
California State University, Los Angeles, 5151 State University Dr, Los Angeles, CA 90032, USA
G. H. Ogin
Whitman College, 345 Boyer Avenue, Walla Walla, WA 99362 USA
J. J. Oh
National Institute for Mathematical Sciences, Daejeon 34047, South Korea
S. H. Oh
National Institute for Mathematical Sciences, Daejeon 34047, South Korea
F. Ohme
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
H. Ohta
RESCEU, University of Tokyo, Tokyo, 113-0033, Japan.
M. A. Okada
Instituto Nacional de Pesquisas Espaciais, 12227-010 São José dos Campos, São Paulo, Brazil
M. Oliver
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
P. Oppermann
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
Richard J. Oram
LIGO Livingston Observatory, Livingston, LA 70754, USA
B. O’Reilly
LIGO Livingston Observatory, Livingston, LA 70754, USA
R. G. Ormiston
University of Minnesota, Minneapolis, MN 55455, USA
L. F. Ortega
University of Florida, Gainesville, FL 32611, USA
R. O’Shaughnessy
Rochester Institute of Technology, Rochester, NY 14623, USA
S. Ossokine
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
D. J. Ottaway
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
H. Overmier
LIGO Livingston Observatory, Livingston, LA 70754, USA
B. J. Owen
Texas Tech University, Lubbock, TX 79409, USA
A. E. Pace
The Pennsylvania State University, University Park, PA 16802, USA
G. Pagano
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
M. A. Page
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
A. Pai
Indian Institute of Technology Bombay, Powai, Mumbai 400 076, India
S. A. Pai
RRCAT, Indore, Madhya Pradesh 452013, India
J. R. Palamos
University of Oregon, Eugene, OR 97403, USA
O. Palashov
Institute of Applied Physics, Nizhny Novgorod, 603950, Russia
C. Palomba
INFN, Sezione di Roma, I-00185 Roma, Italy
A. Pal-Singh
Universität Hamburg, D-22761 Hamburg, Germany
Huang-Wei Pan
National Tsing Hua University, Hsinchu City, 30013 Taiwan, Republic of China
B. Pang
Caltech CaRT, Pasadena, CA 91125, USA
P. T. H. Pang
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
C. Pankow
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
F. Pannarale
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
B. C. Pant
RRCAT, Indore, Madhya Pradesh 452013, India
F. Paoletti
INFN, Sezione di Pisa, I-56127 Pisa, Italy
A. Paoli
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
A. Parida
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
W. Parker
LIGO Livingston Observatory, Livingston, LA 70754, USA
Southern University and A&M College, Baton Rouge, LA 70813, USA
D. Pascucci
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
A. Pasqualetti
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
R. Passaquieti
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
D. Passuello
INFN, Sezione di Pisa, I-56127 Pisa, Italy
M. Patil
Institute of Mathematics, Polish Academy of Sciences, 00656 Warsaw, Poland
B. Patricelli
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
B. L. Pearlstone
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
C. Pedersen
Cardiff University, Cardiff CF24 3AA, United Kingdom
M. Pedraza
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
R. Pedurand
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
Université de Lyon, F-69361 Lyon, France
A. Pele
LIGO Livingston Observatory, Livingston, LA 70754, USA
S. Penn
Hobart and William Smith Colleges, Geneva, NY 14456, USA
C. J. Perez
LIGO Hanford Observatory, Richland, WA 99352, USA
A. Perreca
Università di Trento, Dipartimento di Fisica, I-38123 Povo, Trento, Italy
INFN, Trento Institute for Fundamental Physics and Applications, I-38123 Povo, Trento, Italy
H. P. Pfeiffer
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
Canadian Institute for Theoretical Astrophysics, University of Toronto, Toronto, Ontario M5S 3H8, Canada
M. Phelps
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
K. S. Phukon
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
O. J. Piccinni
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
M. Pichot
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
F. Piergiovanni
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
G. Pillant
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
L. Pinard
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
M. Pirello
LIGO Hanford Observatory, Richland, WA 99352, USA
M. Pitkin
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
R. Poggiani
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
D. Y. T. Pong
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
S. Ponrathnam
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
P. Popolizio
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
E. K. Porter
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
J. Powell
OzGrav, Swinburne University of Technology, Hawthorn VIC 3122, Australia
A. K. Prajapati
Institute for Plasma Research, Bhat, Gandhinagar 382428, India
J. Prasad
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
K. Prasai
Stanford University, Stanford, CA 94305, USA
R. Prasanna
Directorate of Construction, Services & Estate Management, Mumbai 400094 India
G. Pratten
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
T. Prestegard
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
S. Privitera
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
G. A. Prodi
Università di Trento, Dipartimento di Fisica, I-38123 Povo, Trento, Italy
INFN, Trento Institute for Fundamental Physics and Applications, I-38123 Povo, Trento, Italy
L. G. Prokhorov
Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia
O. Puncken
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
M. Punturo
INFN, Sezione di Perugia, I-06123 Perugia, Italy
P. Puppo
INFN, Sezione di Roma, I-00185 Roma, Italy
M. Pürrer
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
H. Qi
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
V. Quetschke
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
P. J. Quinonez
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
E. A. Quintero
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
R. Quitzow-James
University of Oregon, Eugene, OR 97403, USA
F. J. Raab
LIGO Hanford Observatory, Richland, WA 99352, USA
H. Radkins
LIGO Hanford Observatory, Richland, WA 99352, USA
N. Radulescu
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
P. Raffai
MTA-ELTE Astrophysics Research Group, Institute of Physics, Eötvös University, Budapest 1117, Hungary
S. Raja
RRCAT, Indore, Madhya Pradesh 452013, India
C. Rajan
RRCAT, Indore, Madhya Pradesh 452013, India
B. Rajbhandari
Texas Tech University, Lubbock, TX 79409, USA
M. Rakhmanov
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
K. E. Ramirez
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
A. Ramos-Buades
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
Javed Rana
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
K. Rao
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
P. Rapagnani
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
V. Raymond
Cardiff University, Cardiff CF24 3AA, United Kingdom
M. Razzano
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
J. Read
California State University Fullerton, Fullerton, CA 92831, USA
T. Regimbau
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
L. Rei
INFN, Sezione di Genova, I-16146 Genova, Italy
S. Reid
SUPA, University of Strathclyde, Glasgow G1 1XQ, United Kingdom
D. H. Reitze
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
University of Florida, Gainesville, FL 32611, USA
W. Ren
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
F. Ricci
Università di Roma ’La Sapienza,’ I-00185 Roma, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
C. J. Richardson
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
J. W. Richardson
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
P. M. Ricker
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
K. Riles
University of Michigan, Ann Arbor, MI 48109, USA
M. Rizzo
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
N. A. Robertson
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
R. Robie
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
F. Robinet
LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, F-91898 Orsay, France
A. Rocchi
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
L. Rolland
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
J. G. Rollins
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
V. J. Roma
University of Oregon, Eugene, OR 97403, USA
M. Romanelli
Univ Rennes, CNRS, Institut FOTON - UMR6082, F-3500 Rennes, France
R. Romano
Università di Salerno, Fisciano, I-84084 Salerno, Italy
INFN, Sezione di Napoli, Complesso Universitario di Monte S.Angelo, I-80126 Napoli, Italy
C. L. Romel
LIGO Hanford Observatory, Richland, WA 99352, USA
J. H. Romie
LIGO Livingston Observatory, Livingston, LA 70754, USA
K. Rose
Kenyon College, Gambier, OH 43022, USA
D. Rosińska
Janusz Gil Institute of Astronomy, University of Zielona Góra, 65-265 Zielona Góra, Poland
Nicolaus Copernicus Astronomical Center, Polish Academy of Sciences, 00-716, Warsaw, Poland
S. G. Rosofsky
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
M. P. Ross
University of Washington, Seattle, WA 98195, USA
S. Rowan
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
A. Rüdiger
Deceased, July 2018.
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
P. Ruggi
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
G. Rutins
SUPA, University of the West of Scotland, Paisley PA1 2BE, United Kingdom
K. Ryan
LIGO Hanford Observatory, Richland, WA 99352, USA
S. Sachdev
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
T. Sadecki
LIGO Hanford Observatory, Richland, WA 99352, USA
M. Sakellariadou
King’s College London, University of London, London WC2R 2LS, United Kingdom
L. Salconi
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
M. Saleem
Chennai Mathematical Institute, Chennai 603103, India
A. Samajdar
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
L. Sammut
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
E. J. Sanchez
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
L. E. Sanchez
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
N. Sanchis-Gual
Departamento de Astronomía y Astrofísica, Universitat de València, E-46100 Burjassot, València, Spain
V. Sandberg
LIGO Hanford Observatory, Richland, WA 99352, USA
J. R. Sanders
Syracuse University, Syracuse, NY 13244, USA
K. A. Santiago
Montclair State University, Montclair, NJ 07043, USA
N. Sarin
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
B. Sassolas
Laboratoire des Matériaux Avancés (LMA), CNRS/IN2P3, F-69622 Villeurbanne, France
P. R. Saulson
Syracuse University, Syracuse, NY 13244, USA
O. Sauter
University of Michigan, Ann Arbor, MI 48109, USA
R. L. Savage
LIGO Hanford Observatory, Richland, WA 99352, USA
P. Schale
University of Oregon, Eugene, OR 97403, USA
M. Scheel
Caltech CaRT, Pasadena, CA 91125, USA
J. Scheuer
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
P. Schmidt
Department of Astrophysics/IMAPP, Radboud University Nijmegen, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands
R. Schnabel
Universität Hamburg, D-22761 Hamburg, Germany
R. M. S. Schofield
University of Oregon, Eugene, OR 97403, USA
A. Schönbeck
Universität Hamburg, D-22761 Hamburg, Germany
E. Schreiber
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
B. W. Schulte
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
B. F. Schutz
Cardiff University, Cardiff CF24 3AA, United Kingdom
S. G. Schwalbe
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
J. Scott
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
S. M. Scott
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
E. Seidel
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
D. Sellers
LIGO Livingston Observatory, Livingston, LA 70754, USA
A. S. Sengupta
Indian Institute of Technology, Gandhinagar Ahmedabad Gujarat 382424, India
N. Sennett
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
D. Sentenac
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
V. Sequino
Università di Roma Tor Vergata, I-00133 Roma, Italy
INFN, Sezione di Roma Tor Vergata, I-00133 Roma, Italy
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
A. Sergeev
Institute of Applied Physics, Nizhny Novgorod, 603950, Russia
Y. Setyawati
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
D. A. Shaddock
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
T. Shaffer
LIGO Hanford Observatory, Richland, WA 99352, USA
M. S. Shahriar
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
M. B. Shaner
California State University, Los Angeles, 5151 State University Dr, Los Angeles, CA 90032, USA
L. Shao
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
P. Sharma
RRCAT, Indore, Madhya Pradesh 452013, India
P. Shawhan
University of Maryland, College Park, MD 20742, USA
H. Shen
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
R. Shink
Université de Montréal/Polytechnique, Montreal, Quebec H3T 1J4, Canada
D. H. Shoemaker
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
D. M. Shoemaker
School of Physics, Georgia Institute of Technology, Atlanta, GA 30332, USA
S. ShyamSundar
RRCAT, Indore, Madhya Pradesh 452013, India
K. Siellez
School of Physics, Georgia Institute of Technology, Atlanta, GA 30332, USA
M. Sieniawska
Nicolaus Copernicus Astronomical Center, Polish Academy of Sciences, 00-716, Warsaw, Poland
D. Sigg
LIGO Hanford Observatory, Richland, WA 99352, USA
A. D. Silva
Instituto Nacional de Pesquisas Espaciais, 12227-010 São José dos Campos, São Paulo, Brazil
L. P. Singer
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
N. Singh
Astronomical Observatory Warsaw University, 00-478 Warsaw, Poland
A. Singhal
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Sezione di Roma, I-00185 Roma, Italy
A. M. Sintes
Universitat de les Illes Balears, IAC3—IEEC, E-07122 Palma de Mallorca, Spain
S. Sitmukhambetov
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
V. Skliris
Cardiff University, Cardiff CF24 3AA, United Kingdom
B. J. J. Slagmolen
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
T. J. Slaven-Blair
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
J. R. Smith
California State University Fullerton, Fullerton, CA 92831, USA
R. J. E. Smith
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
S. Somala
Indian Institute of Technology Hyderabad, Sangareddy, Khandi, Telangana 502285, India
E. J. Son
National Institute for Mathematical Sciences, Daejeon 34047, South Korea
B. Sorazu
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
F. Sorrentino
INFN, Sezione di Genova, I-16146 Genova, Italy
T. Souradeep
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
E. Sowell
Texas Tech University, Lubbock, TX 79409, USA
A. P. Spencer
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
A. K. Srivastava
Institute for Plasma Research, Bhat, Gandhinagar 382428, India
V. Srivastava
Syracuse University, Syracuse, NY 13244, USA
K. Staats
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
C. Stachie
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
M. Standke
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
D. A. Steer
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
M. Steinke
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
J. Steinlechner
Universität Hamburg, D-22761 Hamburg, Germany
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
S. Steinlechner
Universität Hamburg, D-22761 Hamburg, Germany
D. Steinmeyer
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
S. P. Stevenson
OzGrav, Swinburne University of Technology, Hawthorn VIC 3122, Australia
D. Stocks
Stanford University, Stanford, CA 94305, USA
R. Stone
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
D. J. Stops
University of Birmingham, Birmingham B15 2TT, United Kingdom
K. A. Strain
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
G. Stratta
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
S. E. Strigin
Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia
A. Strunk
LIGO Hanford Observatory, Richland, WA 99352, USA
R. Sturani
International Institute of Physics, Universidade Federal do Rio Grande do Norte, Natal RN 59078-970, Brazil
A. L. Stuver
Villanova University, 800 Lancaster Ave, Villanova, PA 19085, USA
V. Sudhir
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
T. Z. Summerscales
Andrews University, Berrien Springs, MI 49104, USA
L. Sun
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. Sunil
Institute for Plasma Research, Bhat, Gandhinagar 382428, India
J. Suresh
Inter-University Centre for Astronomy and Astrophysics, Pune 411007, India
P. J. Sutton
Cardiff University, Cardiff CF24 3AA, United Kingdom
B. L. Swinkels
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
M. J. Szczepańczyk
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
M. Tacca
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
S. C. Tait
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
C. Talbot
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
D. Talukder
University of Oregon, Eugene, OR 97403, USA
D. B. Tanner
University of Florida, Gainesville, FL 32611, USA
M. Tápai
University of Szeged, Dóm tér 9, Szeged 6720, Hungary
A. Taracchini
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
J. D. Tasson
Carleton College, Northfield, MN 55057, USA
R. Taylor
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
F. Thies
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
M. Thomas
LIGO Livingston Observatory, Livingston, LA 70754, USA
P. Thomas
LIGO Hanford Observatory, Richland, WA 99352, USA
S. R. Thondapu
RRCAT, Indore, Madhya Pradesh 452013, India
K. A. Thorne
LIGO Livingston Observatory, Livingston, LA 70754, USA
E. Thrane
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
Shubhanshu Tiwari
Università di Trento, Dipartimento di Fisica, I-38123 Povo, Trento, Italy
INFN, Trento Institute for Fundamental Physics and Applications, I-38123 Povo, Trento, Italy
Srishti Tiwari
Tata Institute of Fundamental Research, Mumbai 400005, India
V. Tiwari
Cardiff University, Cardiff CF24 3AA, United Kingdom
K. Toland
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
M. Tonelli
Università di Pisa, I-56127 Pisa, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
Z. Tornasi
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
A. Torres-Forné
Max Planck Institute for Gravitationalphysik (Albert Einstein Institute), D-14476 Potsdam-Golm, Germany
C. I. Torrie
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
D. Töyrä
University of Birmingham, Birmingham B15 2TT, United Kingdom
F. Travasso
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
INFN, Sezione di Perugia, I-06123 Perugia, Italy
G. Traylor
LIGO Livingston Observatory, Livingston, LA 70754, USA
M. C. Tringali
Astronomical Observatory Warsaw University, 00-478 Warsaw, Poland
A. Trovato
APC, AstroParticule et Cosmologie, Université Paris Diderot, CNRS/IN2P3, CEA/Irfu, Observatoire de Paris, Sorbonne Paris Cité, F-75205 Paris Cedex 13, France
L. Trozzo
Università di Siena, I-53100 Siena, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
R. Trudeau
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
K. W. Tsang
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
M. Tse
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
R. Tso
Caltech CaRT, Pasadena, CA 91125, USA
L. Tsukada
RESCEU, University of Tokyo, Tokyo, 113-0033, Japan.
D. Tsuna
RESCEU, University of Tokyo, Tokyo, 113-0033, Japan.
D. Tuyenbayev
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
K. Ueno
RESCEU, University of Tokyo, Tokyo, 113-0033, Japan.
D. Ugolini
Trinity University, San Antonio, TX 78212, USA
C. S. Unnikrishnan
Tata Institute of Fundamental Research, Mumbai 400005, India
A. L. Urban
Louisiana State University, Baton Rouge, LA 70803, USA
S. A. Usman
Cardiff University, Cardiff CF24 3AA, United Kingdom
H. Vahlbruch
Leibniz Universität Hannover, D-30167 Hannover, Germany
G. Vajente
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
G. Valdes
Louisiana State University, Baton Rouge, LA 70803, USA
N. van Bakel
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
M. van Beuzekom
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
J. F. J. van den Brand
VU University Amsterdam, 1081 HV Amsterdam, The Netherlands
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
C. Van Den Broeck
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
Van Swinderen Institute for Particle Physics and Gravity, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands
D. C. Vander-Hyde
Syracuse University, Syracuse, NY 13244, USA
J. V. van Heijningen
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
L. van der Schaaf
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
A. A. van Veggel
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
M. Vardaro
Università di Padova, Dipartimento di Fisica e Astronomia, I-35131 Padova, Italy
INFN, Sezione di Padova, I-35131 Padova, Italy
V. Varma
Caltech CaRT, Pasadena, CA 91125, USA
S. Vass
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
M. Vasúth
Wigner RCP, RMKI, H-1121 Budapest, Konkoly Thege Miklós út 29-33, Hungary
A. Vecchio
University of Birmingham, Birmingham B15 2TT, United Kingdom
G. Vedovato
INFN, Sezione di Padova, I-35131 Padova, Italy
J. Veitch
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
P. J. Veitch
OzGrav, University of Adelaide, Adelaide, South Australia 5005, Australia
K. Venkateswara
University of Washington, Seattle, WA 98195, USA
G. Venugopalan
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
D. Verkindt
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
F. Vetrano
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
A. Viceré
Università degli Studi di Urbino ’Carlo Bo,’ I-61029 Urbino, Italy
INFN, Sezione di Firenze, I-50019 Sesto Fiorentino, Firenze, Italy
A. D. Viets
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
D. J. Vine
SUPA, University of the West of Scotland, Paisley PA1 2BE, United Kingdom
J.-Y. Vinet
Artemis, Université Côte d’Azur, Observatoire Côte d’Azur, CNRS, CS 34229, F-06304 Nice Cedex 4, France
S. Vitale
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
T. Vo
Syracuse University, Syracuse, NY 13244, USA
H. Vocca
Università di Perugia, I-06123 Perugia, Italy
INFN, Sezione di Perugia, I-06123 Perugia, Italy
C. Vorvick
LIGO Hanford Observatory, Richland, WA 99352, USA
S. P. Vyatchanin
Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia
A. R. Wade
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
L. E. Wade
Kenyon College, Gambier, OH 43022, USA
M. Wade
Kenyon College, Gambier, OH 43022, USA
R. Walet
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
M. Walker
California State University Fullerton, Fullerton, CA 92831, USA
L. Wallace
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
S. Walsh
University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA
G. Wang
Gran Sasso Science Institute (GSSI), I-67100 L’Aquila, Italy
INFN, Sezione di Pisa, I-56127 Pisa, Italy
H. Wang
University of Birmingham, Birmingham B15 2TT, United Kingdom
J. Z. Wang
University of Michigan, Ann Arbor, MI 48109, USA
W. H. Wang
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
Y. F. Wang
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
R. L. Ward
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
Z. A. Warden
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
J. Warner
LIGO Hanford Observatory, Richland, WA 99352, USA
M. Was
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
J. Watchi
Université Libre de Bruxelles, Brussels 1050, Belgium
B. Weaver
LIGO Hanford Observatory, Richland, WA 99352, USA
L.-W. Wei
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
M. Weinert
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
A. J. Weinstein
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
R. Weiss
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
F. Wellmann
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
L. Wen
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
E. K. Wessel
NCSA, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
P. Weßels
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
J. W. Westhouse
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
K. Wette
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
J. T. Whelan
Rochester Institute of Technology, Rochester, NY 14623, USA
B. F. Whiting
University of Florida, Gainesville, FL 32611, USA
C. Whittle
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
D. M. Wilken
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
D. Williams
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
A. R. Williamson
GRAPPA, Anton Pannekoek Institute for Astronomy and Institute of High-Energy Physics, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
J. L. Willis
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
B. Willke
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
M. H. Wimmer
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
W. Winkler
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
C. C. Wipf
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
H. Wittel
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
G. Woan
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
J. Woehler
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
J. K. Wofford
Rochester Institute of Technology, Rochester, NY 14623, USA
J. Worden
LIGO Hanford Observatory, Richland, WA 99352, USA
J. L. Wright
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
D. S. Wu
Max Planck Institute for Gravitational Physics (Albert Einstein Institute), D-30167 Hannover, Germany
Leibniz Universität Hannover, D-30167 Hannover, Germany
D. M. Wysocki
Rochester Institute of Technology, Rochester, NY 14623, USA
L. Xiao
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
H. Yamamoto
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
C. C. Yancey
University of Maryland, College Park, MD 20742, USA
L. Yang
Colorado State University, Fort Collins, CO 80523, USA
M. J. Yap
OzGrav, Australian National University, Canberra, Australian Capital Territory 0200, Australia
M. Yazback
University of Florida, Gainesville, FL 32611, USA
D. W. Yeeles
Cardiff University, Cardiff CF24 3AA, United Kingdom
Hang Yu
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
Haocun Yu
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
S. H. R. Yuen
The Chinese University of Hong Kong, Shatin, NT, Hong Kong
M. Yvert
Laboratoire d’Annecy de Physique des Particules (LAPP), Univ. Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, F-74941 Annecy, France
A. K. Zadrożny
The University of Texas Rio Grande Valley, Brownsville, TX 78520, USA
NCBJ, 05-400 Świerk-Otwock, Poland
M. Zanolin
Embry-Riddle Aeronautical University, Prescott, AZ 86301, USA
T. Zelenova
European Gravitational Observatory (EGO), I-56021 Cascina, Pisa, Italy
J.-P. Zendri
INFN, Sezione di Padova, I-35131 Padova, Italy
M. Zevin
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
J. Zhang
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
L. Zhang
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
T. Zhang
SUPA, University of Glasgow, Glasgow G12 8QQ, United Kingdom
C. Zhao
OzGrav, University of Western Australia, Crawley, Western Australia 6009, Australia
M. Zhou
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
Z. Zhou
Center for Interdisciplinary Exploration & Research in Astrophysics (CIERA), Northwestern University, Evanston, IL 60208, USA
X. J. Zhu
OzGrav, School of Physics & Astronomy, Monash University, Clayton 3800, Victoria, Australia
M. E. Zucker
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
LIGO, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
J. Zweizig
LIGO, California Institute of Technology, Pasadena, CA 91125, USA
Z. Arzoumanian
X-Ray Astrophysics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
S. Bogdanov
Columbia Astrophysics Laboratory, Columbia University, 550 West 120th Street, New York, NY, 10027, USA
I. Cognard
Laboratoire de Physique et Chimie de l’Environnement et de l’Espace – Université d’Orléans / CNRS, F-45071 Orléans Cedex 02, France
Station de Radioastronomie de Nançay, Observatoire de Paris, CNRS/INSU, F-18330 Nançay, France
A. Corongiu
INAF–Osservatorio Astronomico di Cagliari, via della Scienza 5, 09047 Selargius, Italy
T. Enoto
Hakubi Center for Advanced Research and Department of Astronomy, Kyoto University, Kyoto 606-8302, Japan
P. Freire
Max-Planck-Institut für Radioastronomie, Auf dem Hügel 69, D-53121 Bonn, Germany
K. C. Gendreau
X-Ray Astrophysics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
L. Guillemot
Laboratoire de Physique et Chimie de l’Environnement et de l’Espace – Université d’Orléans / CNRS, F-45071 Orléans Cedex 02, France
Station de Radioastronomie de Nançay, Observatoire de Paris, CNRS/INSU, F-18330 Nançay, France
A. K. Harding
Astrophysics Science Division, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
F. Jankowski
Jodrell Bank Centre for Astrophysics, School of Physics and Astronomy, University of Manchester, Manchester, M13 9PL, UK
M. J. Keith
Jodrell Bank Centre for Astrophysics, School of Physics and Astronomy, University of Manchester, Manchester, M13 9PL, UK
M. Kerr
Space Science Division, Naval Research Laboratory, Washington, DC 20375-5352, USA
A. Lyne
Jodrell Bank Centre for Astrophysics, School of Physics and Astronomy, University of Manchester, Manchester, M13 9PL, UK
J. Palfreyman
Department of Physical Sciences, University of Tasmania, Private Bag 37, Hobart, Tasmania 7001, Australia
A. Possenti
INAF–Osservatorio Astronomico di Cagliari, via della Scienza 5, 09047 Selargius, Italy
Università di Cagliari, Dipartimento di Fisica, I-09042, Monserrato, Italy
A. Ridolfi
Max-Planck-Institut für Radioastronomie, Auf dem Hügel 69, D-53121 Bonn, Germany
B. Stappers
Jodrell Bank Centre for Astrophysics, School of Physics and Astronomy, University of Manchester, Manchester, M13 9PL, UK
G. Theureau
Laboratoire de Physique et Chimie de l’Environnement et de l’Espace – Université d’Orléans / CNRS, F-45071 Orléans Cedex 02, France
Station de Radioastronomie de Nançay, Observatoire de Paris, CNRS/INSU, F-18330 Nançay, France
LUTH, Observatoire de Paris, PSL Research University, CNRS, Université Paris Diderot, Sorbonne Paris Cité, F-92195 Meudon, France
P. Weltervrede
Jodrell Bank Centre for Astrophysics, School of Physics and Astronomy, University of Manchester, Manchester, M13 9PL, UK
Abstract
We present a search for gravitational waves from 221 pulsars with rotation frequencies Hz. We use advanced LIGO data from its first and second observing runs spanning 2015–2017, which provides the highest-sensitivity gravitational-wave data so far obtained. In this search we target emission from both the mass quadrupole mode, with a frequency at twice that of the pulsar’s rotation, and from the , mode, with a frequency at the pulsar rotation frequency. The search finds no evidence for gravitational-wave emission from any pulsar at either frequency. For the mode search, we provide updated upper limits on the gravitational-wave amplitude, mass quadrupole moment, and fiducial ellipticity for 167 pulsars, and the first such limits for a further 55. For 20 young pulsars these results give limits that are below those inferred from the pulsars’ spin-down. For the Crab and Vela pulsars our results constrain gravitational-wave emission to account for less than 0.017% and 0.18% of the spin-down luminosity, respectively. For the recycled millisecond pulsar J0711−6830 our limits are only a factor of 1.3 above the spin-down limit, assuming the canonical value of for the star’s moment of inertia, and imply a gravitational-wave-derived upper limit on the star’s ellipticity of . We also place new limits on the emission amplitude at the rotation frequency of the pulsars.
pulsars: general — stars: neutron — gravitational waves
††software: Much of the analysis described in the paper was performed using the publicly available LALSuite library (LIGO Scientific Collaboration, 2018). Production of many of the pulsar timing ephemerides used in this analysis was performed with Tempo131313http://tempo.sourceforge.net/ and Tempo2 (Hobbs et al., 2006). Figures in this publication have be produced using Matplotlib (Hunter, 2007).††facilities: Arecibo, Fermi, LIGO, Lovell, Molonglo Observatory, MtPO:26m, NICER, NRT, Parkes
\AuthorCollaborationLimit
=3000
\reportnum
LIGO-P1800344
1 Introduction
There have been several previous searches for persistent (or continuous) quasi-monochromatic gravitational waves emitted by a selection of known pulsars using data from the LIGO, Virgo, and GEO600 gravitational-wave detectors (Abbott et al., 2004, 2005, 2007, 2008, 2010; Abadie et al., 2011; Aasi et al., 2014; Abbott et al., 2017a). In the majority of these, the signals that have been searched for are those that would be expected from stars with a nonzero mass quadrupole moment and with polarization content consistent with the expectations of general relativity (see, e.g., Zimmermann & Szedenits, 1979; Bonazzola & Gourgoulhon, 1996; Jaranowski et al., 1998). Such signals would be produced at twice the stellar rotation frequencies, and searches have generally assumed that the rotation frequency derived from electromagnetic observations of the pulsars is phase locked to the star’s rotation and thus the gravitational-wave signal. Some searches have been performed where the assumption of the phase locking to the observed electromagnetic signal has been slightly relaxed, allowing the signal to be potentially offset over a small range of frequencies ( mHz) and first frequency derivatives (Abbott et al., 2008; Aasi et al., 2015a; Abbott et al., 2017b). A search including the prospect of the signal’s polarization content deviating from the purely tensorial modes predicted by general relativity has also been performed in Abbott et al. (2018a). None of these searches have detected a gravitational-wave signal from any of the pulsars that were targeted. Thus, stringent upper limits of the gravitational-wave amplitude, mass quadrupole moment, and ellipticity have been set.
Emission of gravitational waves at a pulsar’s rotation frequency from the , harmonic mode, in addition to emission at twice the rotation frequency from the mode, has long been theorized (Zimmermann & Szedenits, 1979; Zimmermann, 1980; Jones & Andersson, 2002). The fiducial emission mechanism would be from a biaxial, or triaxial star, undergoing free precession. In the case of a precessing biaxial star, or a precessing triaxial star with a small “wobble angle,” the electromagnetic pulsar emission frequency would be modulated slightly, with the gravitational-wave emission being emitted at frequencies close to once and twice the time-averaged rotation frequency. There is only weak observational evidence for any pulsar showing precession (see the discussions in, e.g., Jones, 2012; Durant et al., 2013, and references therein), and free precession would be quickly damped, but as shown in Jones (2010) the existence of a superfluid interior gives rise to the possibility for gravitational-wave emission at the rotation frequency even for a nonprecessing star. A search for emission at both once and twice the rotation frequency for 43 pulsars using data from LIGO’s fifth science run has been performed in Pitkin et al. (2015). That analysis saw no evidence for signals at the rotation frequency and was consistent with the search conducted for signals purely from the mode (Abbott et al., 2010).
The searches implemented in this work are specifically designed for the case where the signal’s phase evolution is very well known over the course of full gravitational-wave detector observing runs. Therefore, here we will only focus on the assumption that emission occurs at precisely once and twice the observed rotation frequency, as given by the model in Jones (2010), so we do not account for the possibility of any of the sources undergoing free precession.
Previous searches, combining the results given in Aasi et al. (2014) and Abbott et al. (2017a), have included a total of 271 pulsars. The most stringent upper limit on gravitational-wave amplitude from the mode was set for PSR J1918−0642 at , and the most stringent upper limit on the fiducial ellipticity (see Appendix A, Equations (A2) and (A4)) was set for PSR J0636+5129 at (Abbott et al., 2017a). However, for these particular pulsars, both of which are millisecond pulsars, the gravitational-wave amplitude limits are above the fiducial spin-down limit (see Appendix A and Equation (A7)). In the search described in Abbott et al. (2017a), there were eight pulsars for which their observed gravitational-wave limits were below the fiducial spin-down limits, with the upper limits on emission from the Crab pulsar (PSR J0534+2200) and Vela pulsar (PSR J0835−4510) being factors of more than 20 and 9 below their respective spin-down limits.111In previous work we have often referred to observed gravitational-wave limits “surpassing,” or “beating,” the spin-down limits, which just means to say that the limits are lower than the equivalent spin-down limits.
Concurrently with this work, a search has been performed for 33 pulsars using advanced LIGO data from the second observing run in which the assumption of phase locking between the electromagnetically observed signal and gravitational-wave signal is relaxed by allowing the signal model to vary freely over a narrow band of frequencies and frequency derivatives (Abbott et al., 2019). Even with the slight sensitivity decrease compared to the analysis presented here, due to the wider parameter space, that analysis gives limits that are below the spin-down limit for 13 of the pulsars.
1.1 Signal model
Using the formalism shown in Jones (2015) and Pitkin et al. (2015) the gravitational-wave waveform from the , harmonic mode can be written as {widetext}
[TABLE]
and that from the mode can be written as
[TABLE]
Here and represent the amplitudes of the components, and represent initial phases at a particular epoch, is the rotational phase of the source, and is the inclination of the source’s rotation axis with respect to the line of sight.222For precessing stars the phase evolution in Equations (1) and (2) will not necessarily be given by the rotational phase, but can differ by the precession frequency. The detected amplitude is modulated by the detector response functions for the two polarizations of the signal (‘+’ and ‘’), and , which depend on the location and orientation of detector , the location of the source on the sky, defined by the R.A. and decl. , and the polarization angle of the source .
As shown in Jones (2015), the waveforms given in Equations (1) and (2) describe a generic signal, but the amplitudes ( and ) and phases ( and ) can be related to intrinsic physical parameters describing a variety of source models, e.g., a triaxial star spinning about a principal axis (Abbott et al., 2004), a biaxial precessing star (Jones & Andersson, 2002), or a triaxial star not spinning about a principal axis (Jones, 2010). In the standard case adopted for previous gravitational-wave searches of a triaxial star spinning about a principal axis, there is only emission at twice the rotation frequency from the mode, so only Equation (2) is non-zero. In this case the amplitude can be simply related to the standard gravitational-wave strain amplitude via .333To maintain the sign convention between Equation (2) and the equivalent equation in, e.g., Jaranowski et al. (1998), the transform between and should more strictly be . We can simply define the phase as relating to the initial rotational phase via , noting that actually incorporates the sum of two phase parameters (an initial gravitational-wave phase and another phase offset) that are entirely degenerate and therefore not separately distinguishable (Jones, 2015).
Despite Equations (1) and (2) not providing the intrinsic parameters of the source, they do break strong degeneracies between them, which are otherwise impossible to disentangle (see Pitkin et al., 2015, showing this for the case of a triaxial source not rotating about a principal axis).
In this work we adopt two analyses. The first assumes the standard picture of a triaxial star rotating around a principal axis from which we can simply relate the waveform amplitude to the gravitational-wave amplitude. In this case we can then compare this to the standard spin-down limit and can calculate each source’s mass quadrupole and fiducial ellipticity upper limits (see Appendix A for definitions of these standard quantities.) The second assumes the model of a triaxial star not spinning about a principal axis, for which there could be emission at both once or twice the rotation frequency. In this case we do not attempt to relate the signal amplitudes to any physical parameter of the source.
1.2 Signal strength
For the quadrupole mode the strength of the emission is defined by the size of the mass quadrupole moment (see Equations (A1) and (A3)), which is proportional to the ellipticity of the star and to the star’s moment of inertia, and will therefore depend upon the star’s mass and also upon the equation of state of neutron star matter (see, e.g., Ushomirsky et al., 2000; Owen, 2005; Johnson-McDaniel & Owen, 2013). This ellipticity could be provided by some physical distortion of the star’s crust or irregularities in the density profile of the star. For our purposes the mechanism providing the distortion must be sustained over long periods, e.g., the crust must be strong enough for any (submillimetre high) mountain to be maintained (see Owen, 2005; Johnson-McDaniel & Owen, 2013, for discussions of the maximum sustainable ellipticities for various neutron star equations of state), or there must be a persistent strong internal magnetic field (e.g., Bonazzola & Gourgoulhon, 1996; Cutler, 2002). Johnson-McDaniel & Owen (2013) suggest that, assuming a standard set of neutron star equations of state, maximum fiducial ellipticities of a few could be sustained. Constraints on the neutron star equation of state are now starting to be probed using gravitational-wave observations from the binary neutron star coalescence observed as GW170817 (Abbott et al., 2017c, 2018b). These constraints suggest that softer equations of state are favored over stiffer ones, which would imply smaller maximum crustal quadrupoles. An additional caveat to this is that the maximum crustal deformation is also dependent on the star’s mass, and less massive stars would allow larger deformations (Horowitz, 2010; Johnson-McDaniel & Owen, 2013), so there is still a wide range of uncertainty. Recent work on the strength of neutron star crusts consisting of nuclear pasta suggests that these could have larger breaking strains and thus support larger ellipticities (Caplan et al., 2018).
It has recently been suggested by Woan et al. (2018) that the distribution of MSPs in the period–period derivative plane provides some observational evidence that they may all have a limiting minimum ellipticity of . This could be due to some common process that takes place during the recycling accretion stage that spins the pulsar up to millisecond periods. For example, there could be external magnetic field burial (see, e.g., Melatos & Phinney, 2001; Payne & Melatos, 2004) for which the size of the buried field is roughly the same across all stars, or similar levels of spin-up leading to crust breaking (e.g., Fattoyev et al., 2018). If this is true, it provides a compelling reason to look for emission from these objects.
For the model emitting at both , modes, and assuming no precession, the signal amplitudes are related to combinations of moment-of-inertia asymmetries and orientation angles between the crust and core of the star (Jones, 2010). These are related in a complex way to the and amplitudes given in Equations (1) and (2) (see Jones, 2015). In general, if the and mass moments are equal, then the gravitational-wave strain from the , mode would be roughly four times smaller owing to the fact that it is related to the square of the frequency and that mode is at half the frequency of the mode. However, we do not have good estimates of what the actual relative mass moments might be.
Note that one can in principle also obtain limits on a neutron star’s deformation if one interprets some features of its timing properties as due to free precession. In this case, the limits involve a combination of the differences between the three principal moments of inertia, together with an angular parameter (“wobble angle”) giving the amplitude of the precession. This can be done either for stars that show some periodic structure in their timing properties (see, e.g., Akgün et al., 2006; Ashton et al., 2017), or by assuming that some component of pulsar timing noise is due to precession (Cordes, 1993). Note, however, that it is by no means clear whether pulsar timing really does provide evidence for free precession (Jones et al., 2017; Stairs et al., 2019).
1.3 Search methods
As with the previous searches for gravitational waves from known pulsars described in Aasi et al. (2014) and Abbott et al. (2017a), we make use of three semi-independent search methods. We will not describe these methods in detail here, but refer the reader to Aasi et al. (2014) for more information. Briefly, the three methods are as follows: a search using narrowband time-domain data to perform Bayesian parameter estimation for the unknown signal parameters, and marginal likelihood evaluation, for each pulsar (Dupuis & Woan, 2005; Pitkin et al., 2017); a search using the same narrow-banded time series, but Fourier-transformed into the frequency domain, to calculate the -statistic (Jaranowski et al., 1998) (or equivalent -statistic for constrained orientations; Jaranowski & Królak, 2010), with a frequentist-based amplitude upper limit estimation procedure (Feldman & Cousins, 1998); and a search in the frequency domain that makes use of splitting of any astrophysical signal into five frequency harmonics through the sidereal amplitude modulation given by the detector responses (Astone et al., 2010, 2012). The narrowband time-domain data are produced by heterodyning the raw detector strain data using the expected signal’s phase evolution (Dupuis & Woan, 2005). It is then low-pass-filtered with a knee frequency of 0.25 Hz and downsampled, via averaging, creating a complex time series with one sample per minute, i.e., a bandwidth of Hz centered about the expected signal frequency that is now at 0 Hz. We call these approaches the Bayesian, -/-statistic, and -vector methods, respectively. The first of these methods has been applied to all the pulsars in the sample (see Section 2.2), and again following Aasi et al. (2014) and Abbott et al. (2017a) at least two of the above methods have been applied to a selection of 34 high-value targets for which the observed limit is lower than, or closely approaches, the spin-down limit. The results of the -vector analysis only use data from the LIGO O2 run (see Section 2.1).
All these methods have been adapted to deal with the potential for signals at both once and twice the rotation frequency. For the Bayesian method, when searching for such a signal the narrowband time series from both frequencies are included in a coherent manner, with common polarization angles and orientations . For the -vector and -/-statistic methods a simpler approach is taken, and signals at the two frequencies are searched for independently. The /-statistic approach for such a signal is described in more detail in Bejger & Królak (2014). As a consequence, given that (see Equation (1)) corresponds to the case of a triaxial star rotating around one of its principal axes of inertia, results for the amplitude (Equation (2)) from the -vector method are not given, as they are equivalent to those for the standard amplitude .
In the case of a pulsar being observed to glitch during the run (see Section 2.2) the methods take different approaches. For the Bayesian method it is assumed that any glitch may produce an unknown offset between the electromagnetically observed rotational phase and the gravitational-wave phase. Therefore, an additional phase offset is added to the signal model at the time of the glitch, and this is included as a parameter to be estimated, while the gravitational-wave amplitude and orientation angles of the source (inclination and polarization) are assumed to remain fixed over the glitch. This is consistent with the analysis in Abbott et al. (2010), although it differs from the more recent analyses in Aasi et al. (2014) and Abbott et al. (2017a) in which each interglitch period was treated semi-independently, i.e., independent phases and polarization angles were assumed for each interglitch period, but two-dimensional marginalized posterior distributions on the gravitational-wave amplitude and cosine of the inclination angle from data before a glitch were used as a prior on those parameters when analyzing data after the glitch. For both the /-statistic and -vector methods, as already done in Aasi et al. (2014) and Abbott et al. (2017a), each interglitch period is analyzed independently, i.e., no parameters are assumed to be coherent over the glitch, and the resulting statistics are incoherently combined.
The prior probability distributions for the unknown signal parameters, as used for the Bayesian and -vector methods, are described in Appendix B.
The -vector method uses a description of the gravitational-wave signal based on the concept of polarization ellipse. The relation of the amplitude parameter used by the -vector method with both the standard strain amplitude and the amplitude given in Equation (1) is described in Appendix E.
2 Data
In this section we briefly detail both the gravitational-wave data that have been used in the searches and the electromagnetic ephemerides for the selection of pulsars that have been included.
2.1 Gravitational-wave data
The data analyzed in this paper consist of those obtained by the two LIGO detectors (the LIGO Hanford Observatory, commonly abbreviated to LHO or H1, and the LIGO Livingston Observatory, abbreviated to LLO or L1) taken during their first (Abbott et al., 2016) and second observing runs (O1 and O2, respectively) in their advanced detector configurations (Aasi et al., 2015b).444The O1 and O2 datasets are publicly available via the Gravitational Wave Open Science Center at https://www.gw-openscience.org/O1 and https://www.gw-openscience.org/O2, respectively (Vallisneri et al., 2015).
Data from O1 between 2015 September 11 (with start times of 01:25:03 UTC and 18:29:03 UTC for LHO and LLO, respectively) and 2016 January 19 at 17:07:59 UTC have been used. The calibration of these data and the frequency-dependent uncertainties on amplitude and phase over the run are described in detail in Cahillane et al. (2017). Over the course of the O1 run the calibration amplitude uncertainty was no larger than 5% and 10%, and the phase uncertainty was no larger than and , for LHO and LLO, respectively, over the frequency range Hz (these are derived from the 68% confidence levels given in Figure 11 of Cahillane et al., 2017). All data flagged as in “science mode,” i.e., when the detectors were operating in a stable state, and for which the calibration was behaving as expected, have been used. This gave a total of 79 d and 66 d observing time for LHO and LLO, respectively, equivalent to duty factors of 60% and 51%.
Data from O2 between 2016 November 30 at 16:00:00 UTC and 2017 August 25 at 22:00:00 UTC, for both LHO and LLO, have been used. An earlier version of the calibrated data for this observing run, as well as the uncertainty budget associated with it, is again described in Cahillane et al. (2017). However, data with an updated calibration has been produced and used in this analysis, with this having an improved uncertainty budget (Cahillane et al., 2018). Over the course of the O2 run the calibration amplitude uncertainty was no larger than 3% and 8% and the phase uncertainty was no larger than and for LHO and LLO, respectively, over the frequency range of Hz. The data used in this analysis were post-processed to remove spurious jitter noise that affected detector sensitivity across a broad range of frequencies, particularly for data from LHO, and to remove some instrumental spectral lines (Davis et al., 2019; Driggers et al., 2019).
The Virgo gravitational-wave detector (Acernese et al., 2015) was operating during the last 25 days of O2 (Abbott et al., 2017d); however, due to its higher noise levels as compared to the LIGO detectors and the shorter observing time, Virgo data were not included in this analysis.
2.2 Pulsars
For this analysis we have gathered ephemerides for 221 pulsars based on radio, X-ray, and -ray observations. The observations have used the 42 ft telescope and Lovell telescope at Jodrell Bank (UK), the Mount Pleasant Observatory 26 m telescope (Australia), the Parkes radio telescope (Australia), the Nançay Decimetric Radio Telescope (France), the Molonglo Observatory Synthesis Telescope (Australia), the Arecibo Observatory (Puerto Rico), the Fermi Large Area Telescope, and the Neutron Star Interior Composition Explorer (NICER). As with the search in Abbott et al. (2017a), the criterion for our selection of pulsars was that they have rotation frequencies greater than 10 Hz, so that they are within the frequency band of greatest sensitivity of the LIGO instruments, and for which the calibration is well characterized. There are in fact three pulsars with rotation frequencies just below 10 Hz that we include (PSR J0117+5914, PSR J1826−1256, and PSR J2129+1210A); for two of these the spin-down limit was potentially within reach using our data.
The ephemerides have been created using pulse time-of-arrival observations that mainly overlapped with all, or some fraction of, the O1 and O2 observing periods (see Section 2.1), so the timing solutions should provide coherent phase models over and between the two runs. Of the 221, we have 167 for which the electromagnetic timings fully overlapped with the full O1 and O2 runs. There are 12 pulsars for which there is no overlap between electromagnetic observations and the O2 run. These include two pulsars, J1412+7922 (known as Calvera) and J1849−0001, for which we only have X-ray timing observations from after O2 (Bogdanov et al., 2019).555Subsequent to the search performed here, Bogdanov et al. (2019) revised their initial timing model of J1849−0001 so that it now overlaps partially with O2. The revised model is consistent with the initial model used here, and thus the results presented here remain valid. For these we have made the reasonable assumption that timing models are coherent for our analysis and that no timing irregularities, such as glitches, are present.
In all previous searches a total of 271 pulsars had been searched for, with 167 of these being timed for this search. For the other sources ephemerides were not available to us for our current analysis. In particular, we do not have up-to-date ephemerides for many of the pulsars in the globular clusters 47 Tucanae and Terzan 5, or the interesting young X-ray pulsar J0537−6910.
2.2.1 Glitches
During the course of the O2 period, five pulsars exhibited timing glitches. The Vela pulsar (J0835−4510) glitched on 2016 December 12 at 11:36 UTC (Palfreyman, 2016; Palfreyman et al., 2018), and the Crab pulsar (J0534+2200) showed a small glitch on 2017 March 27 at around 22:04 UTC (Espinoza et al., 2011).666http://www.jb.man.ac.uk/pulsar/glitches.html PSR J1028−5819 glitched some time around 2017 May 29, with a best-fit glitch time of 01:36 UTC. PSR J1718−3825 experienced a small glitch around 2017 July 2. PSR J0205+6449 experienced four glitches over the period between the start of O1 and the end of O2, with glitch epochs of 2015 November 19, 2016 July 1, 2016 October 19, and 2017 May 27. Two of these glitches occurred in the period between O1 and O2, and as such any effect of the glitches on discrepancies between the electromagnetic and gravitational-wave phase would not be independently distinguishable, meaning that effectively only three glitches need to be accounted for.
2.2.2 Timing noise
Timing noise is low-frequency noise observed in the residuals of pulsar pulse arrival times after subtracting a low-order Taylor expansion fit (see, e.g., Hobbs et al., 2006). As shown in Cordes & Helfand (1980), Arzoumanian et al. (1994) timing noise is strongly correlated with pulsar period derivative, so “young,” or canonical, pulsars generally have far higher levels than MSPs. If not accounted for in the timing model, the Crab pulsar’s phase, for example, could deviate by on the order of a cycle over the course of our observations, leading to decoherence of the signal (see Jones, 2004; Pitkin & Woan, 2007; Ashton et al., 2015). In our gravitational-wave searches we used phase models that incorporate the effects of timing noise when necessary. In some cases this is achieved by using a phase model that includes high-order coefficients in the Taylor expansion (including up to the twelfth frequency derivative in the case of the Crab pulsar) when fitting the electromagnetic pulse arrival times. In others, where expansions in the phase do not perform well, we have used the method of fitting multiple sinusoidal harmonics to the timing noise in the arrival times, as described in Hobbs et al. (2004) and implemented in the Fitwaves algorithm in Tempo2 (Hobbs et al., 2006).
2.2.3 Distances and period derivatives
When calculating results of the searches in terms of the mass quadrupole, fiducial ellipticity, or spin-down limits (see Appendix A), we require the distances to the pulsars. For the majority of pulsars we use “best-estimate” distances given in the ATNF Pulsar Catalog (Manchester et al., 2005).777Version 1.59 of the catalog available at http://www.atnf.csiro.au/people/pulsar/psrcat/. In the majority of cases these are distances based on the observed dispersion measure and calculated using the Galactic electron density distribution model of Yao et al. (2017), although others are based on parallax measurements, or inferred from associations with other objects or flux measurements. The distances used for each pulsar, as well as the reference for the value used, are given in Tables 3 and 3.1.
The spin-down limits that we compare our results to (see Appendix A) require a value for the first period derivative , or equivalently frequency derivative , of the pulsar. The observed spin-down does not necessarily reflect the intrinsic spin-down of the pulsar, as it can be contaminated by the relative motion of the pulsar with respect to the observer. This is particularly prevalent for MSPs, which have intrinsically small spin-downs that can be strongly affected, particularly if they are in the core of a globular cluster where significant intracluster accelerations can occur, or if they have a large transverse velocity with respect to the solar system and/or are close (the “Shklovskii effect”; Shklovskii 1970.) The spin-down can also be contaminated by the differential motion of the solar system and pulsar due to their orbits around the Galaxy. For the non-globular-cluster pulsars, if their proper motions and distances are well enough measured, then these effects can be corrected for to give the intrinsic period derivative (see, e.g., Damour & Taylor, 1991). For pulsars where the intrinsic period derivative is given in the literature we have used those values (see Tables 3 and 3.1 for the values and associated references). For further non-globular-cluster pulsars for which a transverse velocity and distance are given in the ATNF Pulsar Catalog, we correct the observed period derivative using the method in Damour & Taylor (1991). In some cases the corrections lead to negative period derivative values, indicating that the true values are actually too small to be confidently constrained. For these cases Table 3.1 does not give a period derivative value or associated spin-down limit.
As was previously done in Abbott et al. (2017a), for two globular cluster pulsars, J1823−3021A and J1824−2452A, we assume that the observed spin-down is not significantly contaminated by cluster effects following the discussions in Freire et al. (2011) and Johnson et al. (2013), respectively, so these values are used without any correction. For the other globular cluster pulsars, we again take the approach of Aasi et al. (2014) and Abbott et al. (2017a) and create proxy period derivative values by assuming that the stars have characteristic ages of yr and braking indices of (i.e., they are braked purely by gravitational radiation from the mode).888The braking index defines the power-law relation between the pulsar’s frequency and frequency derivative via , where is a constant. Purely magnetic dipole braking gives a value of , and purely quadrupole gravitational-wave braking gives . The characteristic age is defined as .
2.2.4 Orientation constraints
In Ng & Romani (2004) and Ng & Romani (2008) models are fitted to a selection of X-ray observations of pulsar wind nebulae, which are used to provide the orientations of the nebulae. In previous gravitational-wave searches (Abbott et al., 2008, 2010; Aasi et al., 2014; Abbott et al., 2017a) the assumption has been made that the orientation of the wind nebula is consistent with the orientation of its pulsar. In this work we will also follow this assumption and use the fits in Ng & Romani (2008) as prior constraints on orientation (inclination angle and polarization angle ) for PSR J0205+6449, PSR J0534+2200, PSR J0835−4510, PSR J1952+3252, and PSR J2229+6114. This is discussed in more detail in Appendix B. We refer to results based on these constraints as using restricted priors.
Constraints on the position angle, and therefore gravitational-wave polarization angle, of pulsars are also possible through observations of their electromagnetic polarization (Johnston et al., 2005). None of the pulsars in Johnston et al. (2005) are in our target list, but such constraints may be useful in the future. Constraints on the polarization angle alone are not as useful as those that also provide the inclination of the source (as described above for the pulsar wind nebula observations), which is directly correlated with the gravitational-wave amplitude. However, there are some pulsars for which double pulses are observed (Kramer & Johnston, 2008; Keith et al., 2010), suggesting that the rotation axis and magnetic axis are orthogonal, and therefore implying an inclination angle of . In terms of upper limits on the gravitational-wave amplitude, the implication of would generally be to lead to a larger limit on than for an inclination aligned with the line of sight, due to the relatively weaker observed strain for a linearly polarized signal compared to a circularly polarized signal of the same . Of the pulsars observed in Keith et al. (2010), one (PSR J1828−1101) is in our search, although we have not used the implied constraints in this analysis. In the future these constraints will be considered if appropriate.
3 Results
For each pulsar the results presented here are from analyses coherently combining the data from both the LIGO detectors. As described below, we see no strong evidence for a gravitational-wave signal from any pulsar, so we therefore cast our results in terms of upper limits on the gravitational-wave amplitude. These limits are subject to the uncertainties from the detector calibration as described in Section 2.1, as well as statistical uncertainties that are dependent on the particular analysis method used. For the Bayesian analysis, statistical uncertainties on the 95% credible upper limits are on the order of 1% (see Figure 12 of Pitkin et al., 2017). For the -vector method the statistical uncertainty on the upper limits is of the order of 1-5%, depending on the pulsar.
For all pulsars, we present the results of our analyses in terms of several quantities. For the searches including data at both once and twice the rotation frequency and searching for a signal from both the , modes we present the inferred limits on the and amplitude parameters given in Equations (1) and (2). For the searches looking only for emission from the mode we present limits on the signal’s gravitational-wave strain . For the Bayesian search these limits are 95% credible upper bounds derived from the posterior probability distributions. For the -vector pipeline the upper limits are obtained with a hybrid frequentist/Bayesian approach, described in Appendix D, consisting in evaluating the posterior probability distribution of the signal amplitude , conditioned to the measured value of a detection statistic, and converting it to a 95% credible upper limit on or (see Section 1.3, Appendix E and Aasi et al. (2014) for more details.) Upper limits have been computed assuming both flat and, when information from electromagnetic observation is available, restricted priors on the polarization parameters, as detailed in Section 2.2.4 and Appendix B.
For the purely mode search, we are able to convert these limits into equivalent limits on several derived quantities. In cases where we have an estimate for the pulsar distance (see Section 2.2 and Tables 3 and 3.1) can be converted directly into a limit on the mass quadrupole (see Equation (A3)). Under the assumption of a fiducial principal moment of inertia of this can also place a limit on the fiducial ellipticity . When we also have a reliable estimate of the intrinsic period derivative, the spin-down limit can be calculated (see Equation (A7)) and the ratio of the observed limits on to this value, , is shown (the square of this value gives the ratio of the limit on the gravitational-wave luminosity to the spin-down luminosity of the pulsar).
For the Bayesian method, an odds value giving a ratio of probabilities is also calculated (the base-10 logarithm of which we denote as , which is equivalent to from Abbott et al., 2017a), where the numerator is the probability of the data being consistent with a coherent signal model in both detectors and the denominator is the probability of an incoherent signal present in both detectors or Gaussian noise in one detector and a signal in the other or Gaussian noise being present in both detectors (see Appendix A.3 in Abbott et al., 2017a or Section 2.6 of Pitkin et al., 2017 for more details). These odds can be used to assess when the coherent signal model is favored by the data. The values of for each pulsar are shown in Tables 3 (where it is the value given in the “Statistic” column for the Bayesian search) and 3.1, but in all cases the values are negative, indicating no pulsars for which the coherent signal model is favored. Also, examination of the posterior probability distributions for the amplitude parameters shows that none are significantly disjoint from the probability of the amplitude being zero.
In the -vector search the significance of each analysis is expressed through a -value, which is a measure of how compatible the data are with pure noise. It is obtained by empirically computing the noise-only distribution of the detection statistic, over an off-source region, and comparing it to the value of the detection statistic found in the actual analysis. Conventionally, a threshold of on the -value is used to identify potentially interesting candidates: pulsars for which the analysis provides a -value smaller than the threshold would deserve a deeper study (see also Aasi et al., 2014; Abbott et al., 2017a). The computed -values are reported in Table 3. For all the analyzed pulsars they are well above , suggesting that the data are fully compatible with noise.
For the -/-statistic method false-alarm probabilities of obtaining the observed statistic values are calculated. They are derived assuming that for the -statistic the value has a distribution with 4 degrees of freedom (Jaranowski et al., 1998) and for the -statistic the value has a distribution with 2 degrees of freedom (Jaranowski & Królak, 2010). The false-alarm probabilities reported in Table 3 are all close to unity and show no strong indication that the statistics deviate from their expected distributions.
The results for the 34 high-value targets are shown in Table 3 and the results for all the other pulsars are shown in Table 3.1. The 95% credible upper limits on and for all 221 pulsars from the Bayesian analysis are shown as a function of the gravitational-wave emission frequency in Figure 1. Also shown are estimates of the expected sensitivity of the search given representative noise amplitude spectral densities from the O1 and O2 observing runs (see Appendix C for descriptions of how these were produced). The 95% credible upper limits on for all 221 pulsars from the search purely for emission from the mode are shown in Figure 2. Figure 2 also shows spin-down limits on the emission as dark triangles, and in the cases where our observed upper limits are below these the result is highlighted with a circular marker and is linked to its associated spin-down limit with a vertical line.
Figure 3 shows a histogram of the spin-down ratio from the Bayesian analysis for the mode search, for pulsars where it was possible to calculate a spin-down limit. This shows 20 pulsars for which , and 53 for which the results are between 1 and 10 times greater than . If we just look at MSPs, then 41 are within a factor of 10 of the spin-down limit.999Based on our sample of pulsars with rotation frequencies greater than 10 Hz, there is a clear distinction between the MSP and young (or normal) population based on a cut in of s s*-1*, i.e., we assume that any pulsar with a smaller than this is an MSP. The spin-down limits and the and values assume a particular distance, intrinsic period derivative, and fiducial moment of inertia of , but there can be considerable uncertainties on these values. For example, distances calculated using the Galactic electron density model of Yao et al. (2017) have a relative error of , with some parts of the sky having several 100% relative errors. The true moment of inertia depends on the pulsar’s mass and equation of state and could be within a range of roughly (see, e.g., Figures 4 and 7 of Worley et al. 2008 and Figures 6 and 7 of Bejger 2013). We do not incorporate these uncertainties into the results we present here, but they should be kept in mind when interpreting the limits.101010From Equations (A2), (A3), and (A7) it can be seen that fractional uncertainties on distance will scale directly into the uncertainties on , and . Increasing the value of will proportionally decrease the inferred value and increase the inferred spin-down limit by a factor given by the square root of the fractional increase compared to the canonical moment of inertia. In the case of pulsar distances the references provided in Tables 3 and 3.1 should be consulted to provide an estimate of the associated uncertainty. These uncertainties dominate the few percent uncertainties arising from the calibration of the gravitational-wave detectors described in Section 2.1.
The results from the Bayesian analysis, recast as limits on and the fiducial ellipticity and assuming the distances given in Tables 3 and 3.1, are shown in Figure 4. The much lower limits on inferred for the MSPs easily follow from the frequency scaling seen in Equation (A4).
3.1 Results highlights
For decades, two of the most intriguing targets in searches for gravitational waves from pulsars have been the Crab and Vela pulsars (J0534+2200 and J0835−4510, respectively), due to their large spin-down luminosities. For these two pulsars, assuming emission from the mode and with the phase precisely locked to the observed rotational phase, the limits observed using the initial LIGO and Virgo detectors in Abbott et al. (2008) and Abadie et al. (2011), respectively, were lower than the equivalent spin-down limits. Using data from the O1 run, the observed limits were also below the spin-down limit for these two pulsars in searches where the strict phase locking of the observed rotational phase and gravitational-wave phase was relaxed (Abbott et al., 2017b).111111In the similar narrowband searches for the Crab pulsar in Abbott et al. (2008) and Aasi et al. (2015a) the limits were also below the spin-down limit, under the assumption that the orientation was restricted to that derived from the pulsar wind nebula (see Section 2.2.4).
For the Crab pulsar, this analysis finds an observed 95% limit of for the Bayesian analysis (with consistent values of and for the -statistic and 5-vector analyses, respectively). This is 0.013 times the spin-down ratio, or, equivalently, it means that less than 0.017% of the available spin-down luminosity is emitted via gravitational waves (see Equation (A5)). These limits are also well below less naive spin-down limits that can be calculated by taking into account the power radiated electromagnetically or through particle acceleration (Ostriker & Gunn, 1969; Palomba, 2000). As shown in Table 3, slightly tighter constraints are possible if one assumes that the orientation of the pulsar matches that derived from the observed orientation of its pulsar wind nebula (see Section 2.2.4). The above upper limit corresponds to limits on of kg m2 and an equivalent fiducial ellipticity of . This mass quadrupole is almost in the range of maximum allowable quadrupoles for standard neutron star equations of state (see discussion in Section 1.2 and Johnson-McDaniel & Owen, 2013).
Similarly, for the Vela pulsar, this analysis finds an observed 95% limit of for the Bayesian analysis (with broadly consistent values of and for the -statistic and 5-vector analyses, respectively). This is 0.042 times the spin-down ratio, or, equivalently, means that less than 0.18% of the available spin-down luminosity is emitted via gravitational waves. The above upper limit corresponds to limits on of kg m2 and an equivalent fiducial ellipticity of .
Of all the pulsars in the analysis, the one with the smallest upper limit on is PSR J1623−2631 (with a rotational frequency of 90.3 Hz and distance of 1.8 kpc), with . The pulsar with the smallest limit on the mass quadrupole is PSR J0636+5129 (with a rotational frequency of 348.6 Hz and distance of 0.21 kpc), with of , and an equivalent fiducial ellipticity limit of . These limits are only a factor of 3.4 above the pulsar’s spin-down limit. Of the MSPs in our search (which, as above, we take as any pulsar with s s*-1*), the one for which our limit is closest to the spin-down limit is J0711−6830 (with a rotational frequency of 182.1 Hz and a distance of 0.11 kpc). It is within a factor of 1.3 of the spin-down limit, with an observed upper limit of and derived limits on and ellipticity of kg m2 and , respectively.121212It is interesting to note that in Abbott et al. (2017a) PSR J0437−4715 was the MSP with an observed upper limit closest to its spin-down limit, being only a factor of 1.4 above that value, while J0711−6830 had a limit that was a factor of above its spin-down limit. For J0437−4715, despite now having an improved upper limit on the gravitational-wave amplitude, the correction of the observed period derivative to the intrinsic period derivative has lowered the spin-down limit by roughly a factor of two. For J0711−6830 the distance estimated using the YMW16 Galactic electron density model (Yao et al., 2017) is about a factor of 9 closer than that estimated with the previously used NE2001 model (Cordes & Lazio, 2002). The upper bound on possible neutron star moments of inertia is roughly kg m2, for which the fiducial spin-down limit could be increased by a factor of , which would be greater than our upper limit.
Similarly to Abbott et al. (2017a), our most stringent limits on ellipticity for MSPs still imply limits on the internal toroidal magnetic field strength of T (or G) (applying Equation (2.4) of Cutler, 2002, and assuming a superconducting core). The method in Mastrano & Melatos (2012) could also be applied to these results to constrain the ratio of the poloidal magnetic field energy to the total field energy.
For the searches that include the , mode, the smallest upper limit on the amplitude is for PSR J1744−7619 (with a rotational frequency of 213.3 Hz), at . As and are not very strongly correlated, the upper limits on are generally consistent with .
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4 Discussion
In this paper we have used data from the first two observation runs of Advanced LIGO (O1 and O2) to update the upper limits on the gravitational-wave amplitude for emission from the mass quadrupole for 167 pulsars. This compares to 271 results presented previously in Aasi et al. (2014) (using data from the initial runs of the LIGO (Abbott et al., 2009) and Virgo (Accadia et al., 2012) detectors, S1–6 and VSR1–4) and Abbott et al. (2017a) (using data from the first observing run, O1, of the advanced LIGO detectors; Aasi et al., 2015b; Abbott et al., 2016). New upper limits on have been set for a further 55 pulsars. Other than the results in Pitkin et al. (2015), we have also presented the first comprehensive set of results for searches that also include the possibility of emission from the , mode at the pulsar’s rotation frequency. These are expressed as upper limits on two amplitude parameters and defined in Jones (2015). We find no strong evidence for gravitational-wave emission from any pulsar in the searches purely for the mode, or both the , modes.
Further analyses of this dataset are possible. For example, we have not presented any updated results regarding potential emission from nontensorial polarization modes as performed in Abbott et al. (2018a). In addition to this, the results from all pulsars could be combined in a way, such as that described in Pitkin et al. (2018), to constrain the underlying pulsar ellipticity distribution and determine if the ensemble of all pulsar provides evidence for any gravitational-wave signal.
With the MSPs PSR J0636+5129 and PSR J0711−6830 within a factor of of their respective spin-down limits, the imminent third observing run of the advanced LIGO and Virgo detectors (O3) could allow us to obtain limits below the spin-down limit for an MSP for the first time. This offers the intriguing possibility for signal detection from these extremely smooth objects, with spin-down-derived ellipticities of a few . The O3 sensitivity could also bring the limits for the Crab pulsar into the range of mass quadrupoles allowed by reasonably standard neutron star equations of state.
The authors gratefully acknowledge the support of the United States National Science Foundation (NSF) for the construction and operation of the LIGO Laboratory and Advanced LIGO as well as the Science and Technology Facilities Council (STFC) of the United Kingdom, the Max-Planck-Society (MPS), and the State of Niedersachsen/Germany for support of the construction of Advanced LIGO and construction and operation of the GEO600 detector. Additional support for Advanced LIGO was provided by the Australian Research Council. The authors gratefully acknowledge the Italian Istituto Nazionale di Fisica Nucleare (INFN), the French Centre National de la Recherche Scientifique (CNRS) and the Foundation for Fundamental Research on Matter supported by the Netherlands Organisation for Scientific Research, for the construction and operation of the Virgo detector and the creation and support of the EGO consortium. The authors also gratefully acknowledge research support from these agencies as well as by the Council of Scientific and Industrial Research of India, the Department of Science and Technology, India, the Science & Engineering Research Board (SERB), India, the Ministry of Human Resource Development, India, the Spanish Agencia Estatal de Investigación, the Vicepresidència i Conselleria d’Innovació, Recerca i Turisme and the Conselleria d’Educació i Universitat del Govern de les Illes Balears, the Conselleria d’Educació, Investigació, Cultura i Esport de la Generalitat Valenciana, the National Science Centre of Poland, the Swiss National Science Foundation (SNSF), the Russian Foundation for Basic Research, the Russian Science Foundation, the European Commission, the European Regional Development Funds (ERDF), the Royal Society, the Scottish Funding Council, the Scottish Universities Physics Alliance, the Hungarian Scientific Research Fund (OTKA), the Lyon Institute of Origins (LIO), the National Research, Development and Innovation Office Hungary (NKFI), the National Research Foundation of Korea, Industry Canada and the Province of Ontario through the Ministry of Economic Development and Innovation, the Natural Science and Engineering Research Council Canada, the Canadian Institute for Advanced Research, the Brazilian Ministry of Science, Technology, Innovations, and Communications, the International Center for Theoretical Physics South American Institute for Fundamental Research (ICTP-SAIFR), the Research Grants Council of Hong Kong, the National Natural Science Foundation of China (NSFC), the Leverhulme Trust, the Research Corporation, the Ministry of Science and Technology (MOST), Taiwan and the Kavli Foundation. The authors gratefully acknowledge the support of the NSF, STFC, MPS, INFN, CNRS and the State of Niedersachsen/Germany for provision of computational resources. The Nançay Radio Observatory is operated by the Paris Observatory, associated with the French CNRS. We acknowledge financial support from the “Programme National Gravitation, Références, Astronomie, Métrologie” (PNGRAM) and “Programme National Hautes Énergies” (PNHE) of CNRS/INSU, France. Work at the Naval Research Laboratory is supported by NASA. We gratefully acknowledge the continuing contributions of the NICER science team in providing up-to-date spin ephemerides for X-ray-bright pulsars of interest to the LVC. NICER is a 0.2–12 keV X-ray telescope operating on the International Space Station. The NICER mission and portions of the NICER science team activities are funded by NASA. This work has been assigned LIGO document number LIGO-P1800344.
Appendix A Definitions
Here we will define some of the standard useful quantities reported and used in our results (many of these are defined in Aasi et al., 2014). The standard definition for the gravitational-wave amplitude from the mass quadrupole for a nonprecessing triaxial star rotating about a principal axis is
[TABLE]
where is the pulsar distance, is the fiducial component of the moment-of-inertia tensor ellipsoid about the rotation axis, is the pulsar’s rotation frequency, and is the star’s fiducial ellipticity (see, e.g., Johnson-McDaniel, 2013) defined as
[TABLE]
where and are the true moments of inertia about the principal axes other than the rotation axis.
The gravitational-wave amplitude is related to the mass quadrupole via
[TABLE]
where we use the definition of the mass quadrupole used in Owen, 2005 and defined in Ushomirsky et al. (2000). Alternatively, we can use to calculate the fiducial ellipticity, defined as
[TABLE]
If emission of gravitational radiation via the mass quadrupole is considered to be the sole energy loss mechanism for a pulsar, then by equating the gravitational-wave luminosity (see, e.g., Equation (4) of Aasi et al., 2014)
[TABLE]
with the loss of kinetic energy inferred from the the first frequency derivative of the pulsar
[TABLE]
one can define the spin-down limit on , where
[TABLE]
By equating Equations (A1) and (A7), we can rearrange and get spin-down limits on as
[TABLE]
and on as
[TABLE]
where it is interesting to note that these are independent of the distance to the pulsar.
For a triaxial source not rotating about a principal axis, and emitting via both the , and the quadrupole modes, the relations between the waveform amplitudes and phases given in Equations (1) and (2) and the source moment-of-inertia tensor components and Euler orientation angle are described in Section 3.1 of Jones (2015). We will not repeat the relationships here, but note that how to convert between the two definitions is described in detail in the Appendix of Pitkin et al. (2015).
Appendix B Priors
In this appendix we will detail the prior probability distributions used on parameters by the Bayesian and -vector analysis methods. The use of these priors for the Bayesian search is discussed in Pitkin et al. (2017), and the motivation behind some of the prior limits used are discussed in Jones (2015) and Pitkin et al. (2015). For the -vector pipeline, priors are set on signal initial phase and polarization parameters , , in the computation of upper limits.
For the gravitational-wave-specific orientation parameters for searches purely from the mode, the following priors have been used.141414In the notation used here stands for “has the probability distribution of,” and is a continuous uniform distribution with a constant probability for . The initial rotational phase of the pulsar at a given epoch , the polarization angle , and the cosine of the inclination angle have uniform priors151515The polarization angle , and orientation angle , have a joint prior that is uniform over a sphere, with degeneracies when thinking purely in terms of the gravitational-wave waveforms described in Jones (2015), but these can be reparametrized to independent uniform priors if in terms of . given by
[TABLE]
For the Bayesian search, the prior on the gravitational-wave amplitude is based on observed upper limits, or sensitivity estimates, from previous LIGO and Virgo runs. The form of the prior is given by a Fermi-Dirac-type probability distribution (see, e.g., that used in Middleton et al., 2016) as described in Pitkin et al. (2017), which has a flat region followed by an exponential decay region but is nonzero for all positive values. It is defined as
[TABLE]
where gives the value at which the distribution decays to 50% of its maximum value and controls the width of the band over which the bulk of the decay happens. The band around over which the probability density falls from 97.5% to 2.5% of its peak value is given by , where . In our case we specify that this fall-off happens over a range that is 40% of the value of , so that . The value of is set by finding the value that produces a specific bound within which 95% of the probability is constrained (bounded by zero at the lower end) given the previous value of . The specific bound is that based on the sensitivity for each pulsar (i.e., the 95% upper limits on , see Appendix C) that would have been expected if using data from the sixth LIGO science run and fourth Virgo science run, scaled up by a factor of 25 to be conservative and make sure that the likelihood is well within the flat part of the prior distribution, while disfavoring arbitrarily large values.161616A discussion about a choice between a uniform prior and a uniform in logarithm prior for the amplitude parameter is given in Appendix B of Isi et al. (2017).
For the searches that include both the , modes the phase and orientation angle priors have been given by
[TABLE]
As discussed above, in the Bayesian method the priors on the amplitude parameters and have used Fermi-Dirac probability distributions for which the parameters have been set in the same way as done for . However, in this case the sensitivity estimate used for is assumed to be valid for and , while in reality there are factors of a few differences. These differences are allowable given the scaling factor used and the sensitivity improvements over S6.
In our searches we make use of the pulsar rotational phase parameters (frequency, frequency derivatives, sky location, proper motion, and Keplerian and relativistic binary system orbital parameters if relevant) derived from electromagnetic observation of pulse times of arrival. These parameters are obtained by fitting the phase model to the times of arrival using software such as Tempo2 Hobbs et al. (2006) to produce ephemeris files, and these fits include uncertainty estimates. In most cases, and where it is computationally feasible, for any combination of parameters in the ephemeris files that have been refit (i.e., a new estimate has been performed using data that matched the requirements of our search, such as being concurrent with the LIGO observing runs) we include a multivariate Gaussian prior in our analysis, for which the diagonal of the covariance matrix is derived from the uncertainties in the ephemeris file and taking them to be one standard deviation values. In the prior covariance matrix we assume no correlations between parameters except in two pairs of cases for pulsars in binary systems; for very low eccentricity systems () with refitted uncertainties on both the time and angle of periastron, or with refitted values on the period and time derivative of the angle of periastron, the covariance matrix is set such as to make these pairs fully correlated.
As described in Abbott et al. (2010) and Aasi et al. (2014); Abbott et al. (2017a), there are some pulsars for which we can place tighter constraints on their orientation. In particular, the inclination angle and gravitational-wave polarization angle can be assumed to be measured by modeling X-ray observations of their surrounding pulsar wind nebulae (Ng & Romani, 2004, 2008). In this analysis, for PSR J0205+6449, PSR J0534+2200, PSR J0835−4510, PSR J1952+3252, and PSR J2229+6114, in addition to a search using the above priors, we also perform parameter estimation using the restricted priors given in Table 3 of Abbott et al. (2017a), based on values taken from Ng & Romani (2008). In these cases the priors are on the inclination angle rather than its cosine. The prior probability distribution on is a unimodal Gaussian, but that on is given by the sum of a pair of Gaussian distributions with different means, which is required to account for the fact that rotation directions of the stars are unknown (Jones, 2015).
Appendix C Sensitivity estimates
Here we will describe the expected sensitivity of the Bayesian analysis in searches for signals purely from the mode, and for coherent searches for signals at both the , modes. We define the expected sensitivity based on the observation time () weighted noise power spectral density as a function of frequency , such that for a single detector
[TABLE]
where in our case is the expected 95% credible upper limit on amplitude and is an empirically derived scaling factor (similar to the sensitivity depth defined in Behnke et al., 2015). When combining data from multiple detectors and observing runs, for which the power spectral densities will be different, we take the harmonic mean of the time-weighted power spectral densities. For example, for a set of different noise power spectral densities associated with observation times we would have
[TABLE]
For a search for emission from the mode, where the limit is on the gravitational-wave amplitude (see Equation (A1)), it was shown in Dupuis & Woan (2005) that , based on the simulations containing purely Gaussian noise with variance drawn from a known power spectral density, marginalized over orientations and averaged over the sky. If we instead take the median rather than the mean over a similar set of simulations, to suppress any outlier values, we find (see left panel of Figure 5), which is used here in producing the sensitivity curve in Figure 2.
To estimate the sensitivity to the and amplitude parameters for an , mode search, we have performed similar simulations to those described above. A search including both modes is not completely independent for each mode, as there are common orientation parameters. Hence, we also wanted to investigate whether the sensitivity at either amplitude is affected by the noise level at the other amplitude. We generated simulations consisting of independent Gaussian noise in two data streams: one equivalent to the data at the rotation frequency and another equivalent to the data at twice the rotation frequency. For the data stream at twice the rotation frequency the noise was always drawn from a Gaussian distribution with the same variance defined by a power spectral density of . For the data stream at the rotation frequency we created multiple sets of 500 instantiations where the noise was drawn from a Gaussian distribution with a variance defined by a power spectral density of , where for each set of 500 was a different factor between 0.1 and 10. The scale factor from Equation (C1) for both the and amplitude upper limit for each set of 500 simulations and as a function of is shown in Figure 6. It can be seen that there is no obvious correlation between the power spectral density ratio and the value of , which suggests that the upper limits on the two amplitudes are actually largely independent.
We see from Figures 5 and 6 that the value of used to estimate the sensitivity for is 19.9, and the value of used to estimate the sensitivity for is 5.0. These values have been used when producing the sensitivity curves in Figure 1.
Appendix D Mixed Bayesian/Frequentist upper limit computation for the -vector method
Given a measured value of a detection statistic , the frequentist upper limit at a given confidence level is defined as that value of signal amplitude such that a signal with amplitude produces a value of the detection statistic bigger than in a fraction of a large number of repeated experiments: . Typically, the upper limit is computed using Neyman’s rule for the construction of confidence intervals (Neyman, 1937). This classical frequentist upper limit has the following well-known and unpleasant feature: if the value of the detection statistic falls in the first 1- quantile of its noise-only distribution, the resulting upper limit is exactly zero. This behavior, although legitimate in the frequentist framework, poses a problem, for instance, when upper limits obtained in the analysis of datasets with different sensitivity are compared. It may happen that, due to a noise fluctuation, the upper limit set for the more noisy data is below that computed for the less noisy one. This kind of problem may happen also for Bayesian upper limits, but it is exacerbated in the classical frequentist case.
The unwanted features of the classical Neyman’s construction have been overcome in the Feldman–Cousins unified approach, where, using the freedom inherent in Neyman’s construction, a method to obtain a unified set of classical confidence intervals for computing both upper limits and two-sided confidence intervals has been obtained (Feldman & Cousins, 1998). The Feldman–Cousins approach sometimes is difficult to implement and, similarly to the Neyman’s approach, does not allow accounting for nonuniform prior distributions for nuisance parameters.
We have developed an alternative method for setting upper limits on signal amplitude that keeps the advantages of the frequentist approach, like the ease of implementation and computational speed, while avoiding its problems. The basic idea is that of computing the posterior distribution of the signal amplitude conditioned to the measured value of the detection statistic. The main steps of the procedure can be summarized as follows.
We consider a set of possible signal amplitudes . For each amplitude we generate several signals with polarization parameters distributed according to given prior distributions, and for each signal we compute the corresponding value of the detection statistic. Hence, the probability distribution of the detection statistic, for the different signal amplitudes, can be built; see Figure 7.
For each distribution we determine the value corresponding to the measured detection statistic . By multiplying each value by the prior probability density of the signal amplitude, , and normalizing, we obtain the posterior probability distribution for the signal amplitude: , see Figure 11.
We then calculate the cumulative probability distribution and obtain the amplitude value corresponding to a given probability, e.g., 0.95; see Figure 9. This is the 95% credible upper limit.
Appendix E Amplitude conversion factors for the -vector method
The -vector method uses a nonstandard formalism to describe the gravitational-wave signal, based on the concept of polarization ellipse (Astone et al., 2010; Abadie et al., 2011; Aasi et al., 2014). In this formalism the signal strain is given by the real part of
[TABLE]
where is the signal angular frequency, are the two basis polarization tensors, is the signal phase at the time , and the two complex amplitudes are given by
[TABLE]
in which is the ratio of the polarization ellipse semi-minor to semi-major axis and the polarization angle defines, as usual, the direction of the major axis with respect to the celestial parallel of the source (measured counterclockwise). The signal described by Equation (E1) is general, i.e., does not assume any specific emission mechanism by a spinning neutron star. Assuming a triaxial star spinning about a principal axis of inertia, the overall amplitude is related to the standard by
[TABLE]
For the emission at the star’s rotational frequency of the harmonic mode (see Equation (1)), the relation between and the amplitude is given by
[TABLE]
As discussed in, e.g., Aasi et al. (2014), upper limits are computed on and then converted to or using Equations (E3) and (E4), where the functions of are replaced by their mean value: , and .
Erratum: “Searches for Gravitational Waves from Known Pulsars at Two Harmonics in 2015-2017 LIGO Data” (2019, ApJ, 879, 1, 10)
Two analysis errors have been identified that affect the results for a handful of the high-value pulsars given in Table 1 of Abbott et al. (2019). One affects the Bayesian analysis for the five pulsars that glitched during the analysis period, and the other affects the -vector analysis for J0711−6830. Updated results after correcting the errors are shown in Table 3, which now supersedes the results given for those pulsars in Table 1 of Abbott et al. (2019). Updated versions of figures can be seen in Figure 10, 11, 12 and 13.
Bayesian analysis
For the glitching pulsars, the signal phase evolution caused by the glitch was wrongly applied twice and was therefore not consistent with our expected model of the pulsar phase. This error did not affect the -statistic or -vector analysis.
Analyses of the five pulsars PSR J0205+6449, J0534+2200, J0835−4510, J1028−5819, and J1718−3825 have been repeated after correcting for the error. There are small quantitative differences in the results, but the changes do not affect the main conclusions of the paper. The largest differences are for PSR J0835−4510 (the Vela pulsar), for which the updated upper limits from the Bayesian method are found to be between 1.1 to 2 times larger than those obtained when the error was present. This appears primarily to be due the error leading to the decohering of a strong spectral line in the LIGO Livingston detector and thus lowering the amplitude limit.
-vector analysis
An error was also identified in the settings of the -vector analysis, which affected the upper limit computation at the rotation frequency for of J0711−6830. Specifically, we found an incorrect choice for the range of amplitudes used to inject simulated signals in the O2 data. The updated upper limit is about 2.5 times worse than that obtained when the error was present. This error did not affect the Bayesian or -statistic results.
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References
- Abbott et al. (2019)
Abbott, B. P., Abbot, R., Abbott, T. D., et al. 2019, ApJ, 879, 10, doi: 10.3847/1538-4357/ab20cb
The reference list from the paper itself. Each links out to its DOI / PubMed record.
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