A long-term optical - X-ray correlation in 4U 1957+11
D. M. Russell (1), F. Lewis (2,3,4), P. Roche (2,3,4), J. S. Clark, (3), E. Breedt (5), R. P. Fender (5) ((1) University of Amsterdam (2) Faulkes, Telescope Project, Cardiff University (3) Open University (4) University of, Glamorgan (5) University of Southampton)

TL;DR
This study presents three years of optical and X-ray monitoring of 4U 1957+11, revealing a long-term correlation, optical lag consistent with reprocessing, and implications for the nature of its compact object.
Contribution
It provides the first long-term optical-X-ray correlation analysis of 4U 1957+11, constrains optical lag times, and uses luminosity diagrams to infer the nature of its compact object.
Findings
Optical flux variations are correlated with X-ray flux at > 3 sigma.
Optical lag behind X-ray is constrained between -14 and +4 days.
Distance estimates suggest the system may contain a black hole or a neutron star.
Abstract
[abridged] Three years of optical monitoring of the low-mass X-ray binary (LMXB) 4U 1957+11 is presented. The source was observed in V, R and i-bands using the Faulkes Telescopes North and South. The light curve is dominated by long-term variations which are correlated (at the > 3 sigma level) with the RXTE ASM soft X-ray flux. The variations span one magnitude in all three filters. We find no evidence for periodicities in our light curves, contrary to a previous short-timescale optical study in which the flux varied on a 9.3-hour sinusoidal period by a smaller amplitude. The optical spectral energy distribution is blue and typical of LMXBs in outburst, as is the power law index of the correlation beta = 0.5, where F_{nu,OPT} propto F_X^beta. The discrete cross-correlation function reveals a peak at an X-ray lag of 2 - 14 days, which could be the viscous timescale. However, adopting the…
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