Measurement of away-side broadening with self-subtraction of flow in Au+Au collisions at $\sqrt{s_{_\mathrm{NN}}}=200$ GeV
STAR Collaboration

TL;DR
This study introduces a data-driven method to measure jet broadening in heavy-ion collisions by subtracting flow backgrounds, revealing increased jet widths in central Au+Au collisions at 200 GeV.
Contribution
A novel background subtraction technique using pseudorapidity gaps enables precise measurement of jet shape broadening in heavy-ion collisions.
Findings
Jet widths increase with collision centrality.
Correlation shapes are consistent with Gaussian distributions.
Evidence of jet broadening in the quark-gluon plasma created in central collisions.
Abstract
High transverse momentum () particle production is suppressed due to parton (jet) energy loss in the hot dense medium created in relativistic heavy-ion collisions. Redistribution of energy at low-to-modest has been elusive to measure because of large anisotropic backgrounds. We report a data-driven method for background evaluation and subtraction, exploiting the away-side pseudorapidity gaps, to measure the jetlike correlation shape in Au+Au collisions at GeV with the STAR experiment. The correlation shapes, for trigger particle GeV/ and various associated particle ranges within GeV/, are consistent with Gaussians and their widths are found to increase with centrality. The results indicate jet broadening in the medium created in central heavy-ion collisions.
| (c) | 50-80% | 30-50% | 10-30% | 0-10% |
|---|---|---|---|---|
| 0.15-0.5 | ||||
| 0.5-1 | ||||
| 1-2 | ||||
| 2-3 | ||||
| 3-10 |
| (c) | 50-80% | 30-50% | 10-30% | 0-10% |
|---|---|---|---|---|
| 0.15-0.5 | ||||
| 0.5-1 | ||||
| 1-2 | ||||
| 2-3 | ||||
| 3-10 |
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STAR Collaboration
Measurement of away-side broadening with self-subtraction of flow in Au+Au collisions at  GeV
J. Adam
Brookhaven National Laboratory, Upton, New York 11973
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L. Adamczyk
AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
ââ
J. R. Adams
Ohio State University, Columbus, Ohio 43210
ââ
J. K. Adkins
University of Kentucky, Lexington, Kentucky 40506-0055
ââ
G. Agakishiev
Joint Institute for Nuclear Research, Dubna 141 980, Russia
ââ
M. M. Aggarwal
Panjab University, Chandigarh 160014, India
ââ
Z. Ahammed
Variable Energy Cyclotron Centre, Kolkata 700064, India
ââ
I. Alekseev
Alikhanov Institute for Theoretical and Experimental Physics, Moscow 117218, Russia
National Research Nuclear University MEPhI, Moscow 115409, Russia
ââ
D. M. Anderson
Texas A&M University, College Station, Texas 77843
ââ
R. Aoyama
University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
ââ
A. Aparin
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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E. C. Aschenauer
Brookhaven National Laboratory, Upton, New York 11973
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M. U. Ashraf
Tsinghua University, Beijing 100084
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F. Atetalla
Kent State University, Kent, Ohio 44242
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A. Attri
Panjab University, Chandigarh 160014, India
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G. S. Averichev
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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V. Bairathi
National Institute of Science Education and Research, HBNI, Jatni 752050, India
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K. Barish
University of California, Riverside, California 92521
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A. J. Bassill
University of California, Riverside, California 92521
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A. Behera
State University of New York, Stony Brook, New York 11794
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R. Bellwied
University of Houston, Houston, Texas 77204
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A. Bhasin
University of Jammu, Jammu 180001, India
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A. K. Bhati
Panjab University, Chandigarh 160014, India
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J. Bielcik
Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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J. Bielcikova
Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
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L. C. Bland
Brookhaven National Laboratory, Upton, New York 11973
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I. G. Bordyuzhin
Alikhanov Institute for Theoretical and Experimental Physics, Moscow 117218, Russia
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J. D. Brandenburg
Shandong University, Qingdao, Shandong 266237
Brookhaven National Laboratory, Upton, New York 11973
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A. V. Brandin
National Research Nuclear University MEPhI, Moscow 115409, Russia
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J. Bryslawskyj
University of California, Riverside, California 92521
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I. Bunzarov
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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J. Butterworth
Rice University, Houston, Texas 77251
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H. Caines
Yale University, New Haven, Connecticut 06520
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M. Calderón de la Barca Sånchez
University of California, Davis, California 95616
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D. Cebra
University of California, Davis, California 95616
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I. Chakaberia
Kent State University, Kent, Ohio 44242
Brookhaven National Laboratory, Upton, New York 11973
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P. Chaloupka
Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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B. K. Chan
University of California, Los Angeles, California 90095
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F-H. Chang
National Cheng Kung University, Tainan 70101
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Z. Chang
Brookhaven National Laboratory, Upton, New York 11973
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N. Chankova-Bunzarova
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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A. Chatterjee
Variable Energy Cyclotron Centre, Kolkata 700064, India
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S. Chattopadhyay
Variable Energy Cyclotron Centre, Kolkata 700064, India
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J. H. Chen
Fudan University, Shanghai, 200433
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X. Chen
University of Science and Technology of China, Hefei, Anhui 230026
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J. Cheng
Tsinghua University, Beijing 100084
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M. Cherney
Creighton University, Omaha, Nebraska 68178
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W. Christie
Brookhaven National Laboratory, Upton, New York 11973
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H. J. Crawford
University of California, Berkeley, California 94720
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M. Csanåd
Eötvös Lorånd University, Budapest, Hungary H-1117
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S. Das
Central China Normal University, Wuhan, Hubei 430079
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T. G. Dedovich
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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I. M. Deppner
University of Heidelberg, Heidelberg 69120, Germany
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A. A. Derevschikov
NRC âKurchatov Instituteâ, Institute of High Energy Physics, Protvino 142281, Russia
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L. Didenko
Brookhaven National Laboratory, Upton, New York 11973
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C. Dilks
Pennsylvania State University, University Park, Pennsylvania 16802
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X. Dong
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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J. L. Drachenberg
Abilene Christian University, Abilene, Texas 79699
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J. C. Dunlop
Brookhaven National Laboratory, Upton, New York 11973
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T. Edmonds
Purdue University, West Lafayette, Indiana 47907
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N. Elsey
Wayne State University, Detroit, Michigan 48201
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J. Engelage
University of California, Berkeley, California 94720
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G. Eppley
Rice University, Houston, Texas 77251
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R. Esha
State University of New York, Stony Brook, New York 11794
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S. Esumi
University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
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O. Evdokimov
University of Illinois at Chicago, Chicago, Illinois 60607
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J. Ewigleben
Lehigh University, Bethlehem, Pennsylvania 18015
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Brookhaven National Laboratory, Upton, New York 11973
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University of Kentucky, Lexington, Kentucky 40506-0055
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Brookhaven National Laboratory, Upton, New York 11973
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P. Federic
Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
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Joint Institute for Nuclear Research, Dubna 141 980, Russia
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Purdue University, West Lafayette, Indiana 47907
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Joint Institute for Nuclear Research, Dubna 141 980, Russia
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E. Finch
Southern Connecticut State University, New Haven, Connecticut 06515
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Brookhaven National Laboratory, Upton, New York 11973
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L. Fulek
AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
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C. A. Gagliardi
Texas A&M University, College Station, Texas 77843
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T. Galatyuk
Technische UniversitÀt Darmstadt, Darmstadt 64289, Germany
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F. Geurts
Rice University, Houston, Texas 77251
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A. Gibson
Valparaiso University, Valparaiso, Indiana 46383
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K. Gopal
Indian Institute of Science Education and Research, Tirupati 517507, India
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D. Grosnick
Valparaiso University, Valparaiso, Indiana 46383
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A. Gupta
University of Jammu, Jammu 180001, India
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W. Guryn
Brookhaven National Laboratory, Upton, New York 11973
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A. I. Hamad
Kent State University, Kent, Ohio 44242
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A. Hamed
American Univerisity of Cairo, Cairo, Egypt
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J. W. Harris
Yale University, New Haven, Connecticut 06520
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L. He
Purdue University, West Lafayette, Indiana 47907
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S. Heppelmann
University of California, Davis, California 95616
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S. Heppelmann
Pennsylvania State University, University Park, Pennsylvania 16802
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N. Herrmann
University of Heidelberg, Heidelberg 69120, Germany
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L. Holub
Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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Y. Hong
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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S. Horvat
Yale University, New Haven, Connecticut 06520
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B. Huang
University of Illinois at Chicago, Chicago, Illinois 60607
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H. Z. Huang
University of California, Los Angeles, California 90095
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S. L. Huang
State University of New York, Stony Brook, New York 11794
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T. Huang
National Cheng Kung University, Tainan 70101
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X. Huang
Tsinghua University, Beijing 100084
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T. J. Humanic
Ohio State University, Columbus, Ohio 43210
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P. Huo
State University of New York, Stony Brook, New York 11794
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G. Igo
University of California, Los Angeles, California 90095
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W. W. Jacobs
Indiana University, Bloomington, Indiana 47408
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C. Jena
Indian Institute of Science Education and Research, Tirupati 517507, India
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A. Jentsch
Brookhaven National Laboratory, Upton, New York 11973
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Y. JI
University of Science and Technology of China, Hefei, Anhui 230026
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J. Jia
Brookhaven National Laboratory, Upton, New York 11973
State University of New York, Stony Brook, New York 11794
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K. Jiang
University of Science and Technology of China, Hefei, Anhui 230026
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S. Jowzaee
Wayne State University, Detroit, Michigan 48201
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X. Ju
University of Science and Technology of China, Hefei, Anhui 230026
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E. G. Judd
University of California, Berkeley, California 94720
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Kent State University, Kent, Ohio 44242
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S. Kagamaster
Lehigh University, Bethlehem, Pennsylvania 18015
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D. Kalinkin
Indiana University, Bloomington, Indiana 47408
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K. Kang
Tsinghua University, Beijing 100084
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D. Kapukchyan
University of California, Riverside, California 92521
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K. Kauder
Brookhaven National Laboratory, Upton, New York 11973
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H. W. Ke
Brookhaven National Laboratory, Upton, New York 11973
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D. Keane
Kent State University, Kent, Ohio 44242
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A. Kechechyan
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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M. Kelsey
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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Y. V. Khyzhniak
National Research Nuclear University MEPhI, Moscow 115409, Russia
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D. P. KikoĆa
Warsaw University of Technology, Warsaw 00-661, Poland
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C. Kim
University of California, Riverside, California 92521
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T. A. Kinghorn
University of California, Davis, California 95616
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I. Kisel
Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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A. Kisiel
Warsaw University of Technology, Warsaw 00-661, Poland
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M. Kocan
Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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L. Kochenda
National Research Nuclear University MEPhI, Moscow 115409, Russia
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Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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P. Kravtsov
National Research Nuclear University MEPhI, Moscow 115409, Russia
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K. Krueger
Argonne National Laboratory, Argonne, Illinois 60439
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N. Kulathunga Mudiyanselage
University of Houston, Houston, Texas 77204
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L. Kumar
Panjab University, Chandigarh 160014, India
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R. Kunnawalkam Elayavalli
Wayne State University, Detroit, Michigan 48201
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J. H. Kwasizur
Indiana University, Bloomington, Indiana 47408
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R. Lacey
State University of New York, Stony Brook, New York 11794
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J. M. Landgraf
Brookhaven National Laboratory, Upton, New York 11973
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Brookhaven National Laboratory, Upton, New York 11973
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Brookhaven National Laboratory, Upton, New York 11973
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R. Lednicky
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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J. H. Lee
Brookhaven National Laboratory, Upton, New York 11973
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C. Li
University of Science and Technology of China, Hefei, Anhui 230026
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W. Li
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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W. Li
Rice University, Houston, Texas 77251
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X. Li
University of Science and Technology of China, Hefei, Anhui 230026
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Y. Li
Tsinghua University, Beijing 100084
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Y. Liang
Kent State University, Kent, Ohio 44242
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R. Licenik
Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
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T. Lin
Texas A&M University, College Station, Texas 77843
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A. Lipiec
Warsaw University of Technology, Warsaw 00-661, Poland
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M. A. Lisa
Ohio State University, Columbus, Ohio 43210
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F. Liu
Central China Normal University, Wuhan, Hubei 430079
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H. Liu
Indiana University, Bloomington, Indiana 47408
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P. Liu
State University of New York, Stony Brook, New York 11794
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P. Liu
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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T. Liu
Yale University, New Haven, Connecticut 06520
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X. Liu
Ohio State University, Columbus, Ohio 43210
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Y. Liu
Texas A&M University, College Station, Texas 77843
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Z. Liu
University of Science and Technology of China, Hefei, Anhui 230026
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T. Ljubicic
Brookhaven National Laboratory, Upton, New York 11973
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W. J. Llope
Wayne State University, Detroit, Michigan 48201
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M. Lomnitz
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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Brookhaven National Laboratory, Upton, New York 11973
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S. Luo
University of Illinois at Chicago, Chicago, Illinois 60607
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X. Luo
Central China Normal University, Wuhan, Hubei 430079
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G. L. Ma
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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L. Ma
Fudan University, Shanghai, 200433
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R. Ma
Brookhaven National Laboratory, Upton, New York 11973
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Y. G. Ma
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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N. Magdy
University of Illinois at Chicago, Chicago, Illinois 60607
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R. Majka
Yale University, New Haven, Connecticut 06520
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D. Mallick
National Institute of Science Education and Research, HBNI, Jatni 752050, India
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S. Margetis
Kent State University, Kent, Ohio 44242
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C. Markert
University of Texas, Austin, Texas 78712
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H. S. Matis
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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O. Matonoha
Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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J. A. Mazer
Rutgers University, Piscataway, New Jersey 08854
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K. Meehan
University of California, Davis, California 95616
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J. C. Mei
Shandong University, Qingdao, Shandong 266237
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N. G. Minaev
NRC âKurchatov Instituteâ, Institute of High Energy Physics, Protvino 142281, Russia
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S. Mioduszewski
Texas A&M University, College Station, Texas 77843
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D. Mishra
National Institute of Science Education and Research, HBNI, Jatni 752050, India
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B. Mohanty
National Institute of Science Education and Research, HBNI, Jatni 752050, India
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M. M. Mondal
Institute of Physics, Bhubaneswar 751005, India
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I. Mooney
Wayne State University, Detroit, Michigan 48201
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Z. Moravcova
Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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D. A. Morozov
NRC âKurchatov Instituteâ, Institute of High Energy Physics, Protvino 142281, Russia
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Md. Nasim
Indian Institute of Science Education and Research (IISER), Berhampur 760010 , India
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K. Nayak
Central China Normal University, Wuhan, Hubei 430079
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J. M. Nelson
University of California, Berkeley, California 94720
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D. B. Nemes
Yale University, New Haven, Connecticut 06520
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M. Nie
Shandong University, Qingdao, Shandong 266237
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G. Nigmatkulov
National Research Nuclear University MEPhI, Moscow 115409, Russia
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T. Niida
Wayne State University, Detroit, Michigan 48201
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L. V. Nogach
NRC âKurchatov Instituteâ, Institute of High Energy Physics, Protvino 142281, Russia
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T. Nonaka
Central China Normal University, Wuhan, Hubei 430079
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G. Odyniec
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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A. Ogawa
Brookhaven National Laboratory, Upton, New York 11973
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S. Oh
Yale University, New Haven, Connecticut 06520
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V. A. Okorokov
National Research Nuclear University MEPhI, Moscow 115409, Russia
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B. S. Page
Brookhaven National Laboratory, Upton, New York 11973
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R. Pak
Brookhaven National Laboratory, Upton, New York 11973
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Y. Panebratsev
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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B. Pawlik
AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
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D. Pawlowska
Warsaw University of Technology, Warsaw 00-661, Poland
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H. Pei
Central China Normal University, Wuhan, Hubei 430079
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C. Perkins
University of California, Berkeley, California 94720
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R. L. Pintér
Eötvös Lorånd University, Budapest, Hungary H-1117
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J. Pluta
Warsaw University of Technology, Warsaw 00-661, Poland
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J. Porter
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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M. Posik
Temple University, Philadelphia, Pennsylvania 19122
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N. K. Pruthi
Panjab University, Chandigarh 160014, India
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M. Przybycien
AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
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A. Quintero
Temple University, Philadelphia, Pennsylvania 19122
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S. K. Radhakrishnan
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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S. Ramachandran
University of Kentucky, Lexington, Kentucky 40506-0055
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R. L. Ray
University of Texas, Austin, Texas 78712
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R. Reed
Lehigh University, Bethlehem, Pennsylvania 18015
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H. G. Ritter
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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J. B. Roberts
Rice University, Houston, Texas 77251
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O. V. Rogachevskiy
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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J. L. Romero
University of California, Davis, California 95616
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L. Ruan
Brookhaven National Laboratory, Upton, New York 11973
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J. Rusnak
Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
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O. Rusnakova
Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
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N. R. Sahoo
Shandong University, Qingdao, Shandong 266237
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P. K. Sahu
Institute of Physics, Bhubaneswar 751005, India
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S. Salur
Rutgers University, Piscataway, New Jersey 08854
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J. Sandweiss
Yale University, New Haven, Connecticut 06520
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J. Schambach
University of Texas, Austin, Texas 78712
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W. B. Schmidke
Brookhaven National Laboratory, Upton, New York 11973
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N. Schmitz
Max-Planck-Institut fĂŒr Physik, Munich 80805, Germany
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B. R. Schweid
State University of New York, Stony Brook, New York 11794
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F. Seck
Technische UniversitÀt Darmstadt, Darmstadt 64289, Germany
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J. Seger
Creighton University, Omaha, Nebraska 68178
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M. Sergeeva
University of California, Los Angeles, California 90095
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R. Seto
University of California, Riverside, California 92521
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P. Seyboth
Max-Planck-Institut fĂŒr Physik, Munich 80805, Germany
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N. Shah
Indian Institute Technology, Patna, Bihar, India
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E. Shahaliev
Joint Institute for Nuclear Research, Dubna 141 980, Russia
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P. V. Shanmuganathan
Lehigh University, Bethlehem, Pennsylvania 18015
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M. Shao
University of Science and Technology of China, Hefei, Anhui 230026
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F. Shen
Shandong University, Qingdao, Shandong 266237
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W. Q. Shen
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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S. S. Shi
Central China Normal University, Wuhan, Hubei 430079
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Q. Y. Shou
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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E. P. Sichtermann
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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S. Siejka
Warsaw University of Technology, Warsaw 00-661, Poland
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R. Sikora
AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
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M. Simko
Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
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J. Singh
Panjab University, Chandigarh 160014, India
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S. Singha
Kent State University, Kent, Ohio 44242
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D. Smirnov
Brookhaven National Laboratory, Upton, New York 11973
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N. Smirnov
Yale University, New Haven, Connecticut 06520
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W. Solyst
Indiana University, Bloomington, Indiana 47408
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P. Sorensen
Brookhaven National Laboratory, Upton, New York 11973
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H. M. Spinka
Argonne National Laboratory, Argonne, Illinois 60439
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B. Srivastava
Purdue University, West Lafayette, Indiana 47907
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T. D. S. Stanislaus
Valparaiso University, Valparaiso, Indiana 46383
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M. Stefaniak
Warsaw University of Technology, Warsaw 00-661, Poland
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D. J. Stewart
Yale University, New Haven, Connecticut 06520
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M. Strikhanov
National Research Nuclear University MEPhI, Moscow 115409, Russia
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B. Stringfellow
Purdue University, West Lafayette, Indiana 47907
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A. A. P. Suaide
Universidade de SĂŁo Paulo, SĂŁo Paulo, Brazil 05314-970
ââ
T. Sugiura
University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
ââ
M. Sumbera
Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
ââ
B. Summa
Pennsylvania State University, University Park, Pennsylvania 16802
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X. M. Sun
Central China Normal University, Wuhan, Hubei 430079
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Y. Sun
University of Science and Technology of China, Hefei, Anhui 230026
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Y. Sun
Huzhou University, Huzhou, Zhejiang 313000
ââ
B. Surrow
Temple University, Philadelphia, Pennsylvania 19122
ââ
D. N. Svirida
Alikhanov Institute for Theoretical and Experimental Physics, Moscow 117218, Russia
ââ
P. Szymanski
Warsaw University of Technology, Warsaw 00-661, Poland
ââ
A. H. Tang
Brookhaven National Laboratory, Upton, New York 11973
ââ
Z. Tang
University of Science and Technology of China, Hefei, Anhui 230026
ââ
A. Taranenko
National Research Nuclear University MEPhI, Moscow 115409, Russia
ââ
T. Tarnowsky
Michigan State University, East Lansing, Michigan 48824
ââ
A. Tawfik
Nile University, ECPT, 12677 Giza, Egypt
ââ
J. H. Thomas
Lawrence Berkeley National Laboratory, Berkeley, California 94720
ââ
A. R. Timmins
University of Houston, Houston, Texas 77204
ââ
D. Tlusty
Creighton University, Omaha, Nebraska 68178
ââ
T. Todoroki
Brookhaven National Laboratory, Upton, New York 11973
ââ
M. Tokarev
Joint Institute for Nuclear Research, Dubna 141 980, Russia
ââ
C. A. Tomkiel
Lehigh University, Bethlehem, Pennsylvania 18015
ââ
S. Trentalange
University of California, Los Angeles, California 90095
ââ
R. E. Tribble
Texas A&M University, College Station, Texas 77843
ââ
P. Tribedy
Brookhaven National Laboratory, Upton, New York 11973
ââ
S. K. Tripathy
Eötvös Lorånd University, Budapest, Hungary H-1117
ââ
O. D. Tsai
University of California, Los Angeles, California 90095
ââ
B. Tu
Central China Normal University, Wuhan, Hubei 430079
ââ
Z. Tu
Brookhaven National Laboratory, Upton, New York 11973
ââ
T. Ullrich
Brookhaven National Laboratory, Upton, New York 11973
ââ
D. G. Underwood
Argonne National Laboratory, Argonne, Illinois 60439
ââ
I. Upsal
Shandong University, Qingdao, Shandong 266237
Brookhaven National Laboratory, Upton, New York 11973
ââ
G. Van Buren
Brookhaven National Laboratory, Upton, New York 11973
ââ
J. Vanek
Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
ââ
A. N. Vasiliev
NRC âKurchatov Instituteâ, Institute of High Energy Physics, Protvino 142281, Russia
ââ
I. Vassiliev
Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
ââ
F. VidebÊk
Brookhaven National Laboratory, Upton, New York 11973
ââ
S. Vokal
Joint Institute for Nuclear Research, Dubna 141 980, Russia
ââ
S. A. Voloshin
Wayne State University, Detroit, Michigan 48201
ââ
F. Wang
Purdue University, West Lafayette, Indiana 47907
ââ
G. Wang
University of California, Los Angeles, California 90095
ââ
P. Wang
University of Science and Technology of China, Hefei, Anhui 230026
ââ
Y. Wang
Central China Normal University, Wuhan, Hubei 430079
ââ
Y. Wang
Tsinghua University, Beijing 100084
ââ
J. C. Webb
Brookhaven National Laboratory, Upton, New York 11973
ââ
L. Wen
University of California, Los Angeles, California 90095
ââ
G. D. Westfall
Michigan State University, East Lansing, Michigan 48824
ââ
H. Wieman
Lawrence Berkeley National Laboratory, Berkeley, California 94720
ââ
S. W. Wissink
Indiana University, Bloomington, Indiana 47408
ââ
R. Witt
United States Naval Academy, Annapolis, Maryland 21402
ââ
Y. Wu
Kent State University, Kent, Ohio 44242
ââ
Z. G. Xiao
Tsinghua University, Beijing 100084
ââ
G. Xie
University of Illinois at Chicago, Chicago, Illinois 60607
ââ
W. Xie
Purdue University, West Lafayette, Indiana 47907
ââ
H. Xu
Huzhou University, Huzhou, Zhejiang 313000
ââ
N. Xu
Lawrence Berkeley National Laboratory, Berkeley, California 94720
ââ
Q. H. Xu
Shandong University, Qingdao, Shandong 266237
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Y. F. Xu
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
ââ
Z. Xu
Brookhaven National Laboratory, Upton, New York 11973
ââ
C. Yang
Shandong University, Qingdao, Shandong 266237
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Q. Yang
Shandong University, Qingdao, Shandong 266237
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S. Yang
Brookhaven National Laboratory, Upton, New York 11973
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Y. Yang
National Cheng Kung University, Tainan 70101
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Z. Yang
Central China Normal University, Wuhan, Hubei 430079
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Z. Ye
Rice University, Houston, Texas 77251
ââ
Z. Ye
University of Illinois at Chicago, Chicago, Illinois 60607
ââ
L. Yi
Shandong University, Qingdao, Shandong 266237
ââ
K. Yip
Brookhaven National Laboratory, Upton, New York 11973
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H. Zbroszczyk
Warsaw University of Technology, Warsaw 00-661, Poland
ââ
W. Zha
University of Science and Technology of China, Hefei, Anhui 230026
ââ
D. Zhang
Central China Normal University, Wuhan, Hubei 430079
ââ
L. Zhang
Central China Normal University, Wuhan, Hubei 430079
ââ
S. Zhang
University of Science and Technology of China, Hefei, Anhui 230026
ââ
S. Zhang
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
ââ
X. P. Zhang
Tsinghua University, Beijing 100084
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Y. Zhang
University of Science and Technology of China, Hefei, Anhui 230026
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Z. Zhang
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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J. Zhao
Purdue University, West Lafayette, Indiana 47907
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C. Zhong
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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C. Zhou
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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X. Zhu
Tsinghua University, Beijing 100084
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Z. Zhu
Shandong University, Qingdao, Shandong 266237
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M. Zurek
Lawrence Berkeley National Laboratory, Berkeley, California 94720
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M. Zyzak
Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
Abstract
High transverse momentum () particle production is suppressed due to parton (jet) energy loss in the hot dense medium created in relativistic heavy-ion collisions. Redistribution of energy at low-to-modest has been elusive to measure because of large anisotropic backgrounds. We report a data-driven method for background evaluation and subtraction, exploiting the away-side pseudorapidity gaps, to measure the jetlike correlation shape in Au+Au collisions at  GeV with the STAR experiment. The correlation shapes, for trigger particle  GeV/ and various associated particle ranges within  GeV/, are consistent with Gaussians and their widths are found to increase with centrality. The results indicate jet broadening in the medium created in central heavy-ion collisions.
pacs:
25.75.-q, 25.75.Bh, 25.75.Gz
Introduction. The basic constituents of nuclear matter are quarks and gluons. Their interactions are governed by quantum chromodynamics (QCD). QCD matter, normally confined into hadrons, is deconfined into a state of matter known as the quark-gluon plasma (QGP) under extreme conditions of high energy/matter densities Shuryak (1978). A QGP phase existed in the early universe and is also created in heavy-ion collisions at the Relativistic Heavy-Ion Collider (RHIC) Arsene et al. (2005); Back et al. (2005); Adcox et al. (2005); Adams et al. (2005a) and the Large Hadron Collider (LHC) Muller et al. (2012). One important piece of evidence for the discovery of the QGP is jet quenching, i.e. parton (jet) energy loss in the QGP medium which in relativistic heavy-ion collisions results in suppression of high transverse momentum () particle and jet production Adcox et al. (2002); Adler et al. (2002, 2003a); Adams et al. (2003a); Adler et al. (2003b, c); Adams et al. (2003b); Aad et al. (2010); Chatrchyan et al. (2011); Aamodt et al. (2011). The suppression is so strong that a density of at least 30 times normal nuclear density is required to describe data in model calculations Jacobs and Wang (2005).
The partonic energy loss mechanisms are, however, less clear. Some models focus on collisional and radiative energy losses Jacobs and Wang (2005). Others propose more exotic mechanisms, such as collective excitation modes Stoecker (2005); Casalderrey-Solana et al. (2005); Ma et al. (2011); Tachibana et al. (2014, 2016, 2017). While single particle measurements are not sufficiently sensitive to energy loss mechanisms, measurements of how the lost energy is redistributed at low to modest are expected to be more sensitive. One way to this end is to reconstruct jets and study and angular distributions of jet fragments Adare et al. (2013); Khachatryan et al. (2016); Chatrchyan et al. (2014). Distributions of the lost energy can also be measured via dihadron angular correlations with respect to high- trigger particles and jets. Previous measurements of two- and multi-particle correlations, after subtracting elliptic flow background, have revealed novel correlation structures Adams et al. (2005b); Adler et al. (2006a); Adare et al. (2008); Aggarwal et al. (2010); Wang (2014). However, due to initial collision geometry fluctuations, all orders of harmonics (not just elliptic) flow anisotropies are possible Alver and Roland (2010); Heinz and Snellings (2013). Full subtraction of anisotropic backgrounds is challenging and suffers from large uncertainties Wang (2014); Agakishiev et al. (2010, 2014); Adare et al. (2019); Aamodt et al. (2012); Adam et al. (2016); Adamczyk et al. (2016, 2014); Adamczyk et al. (2013a); Agakishiev et al. (2012); Abelev et al. (2016); Adare et al. (2013).
Here we devise a data-driven method with an âautomaticâ subtraction of anisotropic flow backgrounds. The method was first tested with toy model and PYTHIA simulations Zhang et al. (2019). Although the correlated jetlike yield cannot be readily determined from this method, the correlation shape can be obtained without the large uncertainty from flow subtraction. We study the correlation shape as a function of the collision centrality and associated particle . The correlation shape should be sensitive to the nature of jet-medium interactions, and therefore offers new opportunities to investigate energy loss mechanisms and medium properties.
Experiment and Data. The data reported here were taken in 2011 by the STAR experiment using a minimum bias (MB) trigger in Au+Au collisions at the nucleon-nucleon center-of-mass energy of  GeV. The MB trigger is defined by a coincidence signal between the east and west Vertex Position Detectors (VPD) Llope et al. (2004) located at the pseudorapidity range of . A total of MB trigger events are used. The event centrality is defined by the measured charged particle multiplicity within . Data are reported in four centrality bins corresponding to 0-10%, 10-30%, 30-50%, and 50-80% of the total hadronic cross section Abelev et al. (2009a).
The main detector used for this analysis is the Time Projection Chamber (TPC) Ackermann et al. (1999); Anderson et al. (2003), residing in a 0.5 T magnetic field along the beam direction (). Particle tracks are reconstructed in the TPC and are required to have at least 20 out of 45 maximum possible hits. The ratio of the number of hits used in track reconstruction to the number of possible hits is required to be greater than 0.51 to eliminate multiple track segments being reconstructed from a single particle trajectory. The primary vertex (PV) is reconstructed using tracks. Events with a PV position () within cm of the TPC center along are used. To remove secondaries from particle decays, only tracks with the distance of closest approach DCA cm to the PV are used.
Analysis Method. Jetlike correlations are studied with respect to high- trigger particles, which serve as proxies for jets Jacobs and Wang (2005); Wang (2014). High- particles measured at RHIC are strongly biased toward the surface of the collision zone Jacobs and Wang (2005); Zhang et al. (2007); Renk (2013). The away-side jet partner that is preferentially directed inward, is therefore very likely to traverse the entire volume suffering maximal interactions with the medium. Because of the broad distribution of the underlying parton kinematics, the away-side jet direction is mostly uncorrelated in relative to the trigger particle Wang (2014). It is therefore difficult to distinguish the jet signal from the underlying background; the large, azimuthally anisotropic background has to be specifically subtracted, with large uncertainties, traditionally using measured anisotropy parameters Wang (2014). The away-side jet direction can be localized by requiring a second high- particle back-to-back in azimuthal angle () with respect to the first one. However, by doing so, the back-to-back dijets are biased towards being tangential to the collision zone Agakishiev et al. (2011); Adamczyk et al. (2013a), substantially weakening the purpose of studying jet-medium interactions.
In this analysis, we impose a less biasing requirement of a large recoil transverse momentum () azimuthally opposite to the high- trigger particle, within a given range, to enhance the away-side jet population in the acceptance. The schematic diagram in Fig. 1 shows the away-side - space and illustrates by the fading gray area the away-side jet population enhanced in a particular regoin. is given by
[TABLE]
where all charged particles ( GeV/) within the range that are on the away side () of the trigger particle are included. Since the near-side jet is not included in the calculation, the distribution of the trigger particle is unbiased by the cut. The inverse of the single-particle relative acceptanceefficiency () is used to correct for the single-particle detection efficiency. It depends on the position of the primary vertex along the beam axis , collision centrality, particle , and , and has run period variations Abelev et al. (2009a). The -dependence of is obtained, separately for positive and negative , from the single-particle distribution normalized to unity on average in each centrality. The -dependence of varies with , centrality and , and is obtained by treating symmetrized distribution in events with  cm as the baseline, and taking the ratio of the distribution from each bin to this baseline. Because our cut is only used to select a given fraction of events, the absolute efficiency correction is not applied.
In this analysis the trigger particle range is  GeV/. We choose the windows or for calculation. Figure 2 shows example distributions for peripheral and central Au+Au collisions. Their difference comes mainly from event multiplicities. For each centrality, we select the 10% of the events with the highest to enhance the probability that the away-side jet population is contained in this region. There is a large statistical fluctuation effect in , especially in central collisions. The selection may also be affected by low- minijets. These effects do not strictly give a symmetric distribution Zhang et al. (2019). Nevertheless, we show the reflected data as the open circles in Fig. 2(b) to give an order of magnitude estimate of those effects.
In the selected events, we analyze dihadron correlations of associated particles, with respect to trigger particles, in two regions symmetric about midrapidity, one close (âclose-regionâ) to and the other far (âfar-regionâ) from the window for . See the sketch in Fig. 1. The dihadron correlation in , between the associated and trigger particle azimuthal angles, is given by
[TABLE]
where
[TABLE]
and is its counterpart from mixed events. The correlations are normalized by the number of trigger particles, . In Eq. (3), âregionâ stands for close-region or far-region. All the trigger particles with are integrated. The single-particle relative acceptanceefficiency () correction is applied for associated particles. Like in , the absolute efficiency correction is not applied in the correlation measurements because this analysis deals with only the correlation shape, not the absolute amplitude. The mixed-events are formed by pairing the trigger particles in each event with the associated particles from 10 different random events in the same centrality and bin. The mixed-event background is normalized to unity (via the constant ) to correct for residual two-particle acceptance after single particle efficiency correction.
The away-side jet contributes more to the close region than to the far region due to the larger gap of the latter (see the sketch in Fig. 1). The anisotropic flow contributions, on the other hand, are on average equal in these two regions that are symmetric about midrapidity. The difference in the close- and far-region correlations, therefore, arises only from jetlike correlations. For , the close-region is and the far-region is ; for , they are swapped. The results from these two sets are consistent, and thus combined. We exclude events where both and satisfy the respective 10% cut, because the combined signal would be strictly zero but with a propagated nonzero statistical error.
PYTHIA simulations Zhang et al. (2019) indicate that jet fragmentations are approximately factorized in and . The correlations at different have approximately the same shape, only differing in magnitude. Thus, the difference between close- and far-region correlations measures the away-side correlation shape. We quantify the shape by Gaussian width determined from a fit.
Systematic Uncertainties. The systematic uncertainties of come from several sources. Varying the cut changes the relative contributions of jets and background fluctuations to the selected events, but should not affect the correlation width significantly if the jet sample is unbiased. We vary the cut from allowing the default of events to 2%, 5%, 15%, 20%, 30% and 50% of events. The calculated systematic uncertainty of is 3.4% (one standard deviation).
We have assumed that jetlike correlations are factorized in and . There is theoretical Bozek et al. (2011); Xiao et al. (2013); Jia and Huo (2014) and experimental evidence Khachatryan et al. (2015) that flow may be decorrelated over due to geometry fluctuations. Both these effects would cause uncertainties in attributing the close- and far-region difference purely to jetlike correlations. We vary the close- and far-region locations and ranges so they have different gaps in between as well as from the window, but still symmetric about midrapidity. We also vary the window location and range. The largest deviation of from the default results is approximately half of the statistical error. The calculated systematic uncertainty of is 2.0% (one standard deviation) for this source.
In addition, we vary the track quality cuts in the analysis. The calculated systematic uncertainty for this source is 5.3% standard deviation in . The final systematic uncertainty is calculated as the quadratic sum of all the sources we studied.
The systematic uncertainties on are found to be partially correlated between various centralities and bins. In the difference between central and peripheral collisions, , the systematic uncertainties are not simply propagated but obtained in the same way as those on the individual âs described above. The same procedure is used to obtain the systematic uncertainty on the linear parameterization of versus .
Results and Discussions. Figure 3(a) shows, as an example, the dihadron azimuthal correlations for the close-region and far-region in 10-30% Au+Au collisions at  GeV for trigger  GeV/ and associated particle  GeV/.
The near-side correlations are almost identical for close- and far-region. The near-side ratio of far- to close-region correlations, , are listed in Table 1 and are all approximately unity. This indicates, to a good degree, that the near-side jetlike correlations are not biased by the selection and flow contributions to close- and far-region correlations are indeed equal.
The away-side correlations differ in amplitude and shape which is caused by the away-side jet contributions. The far-region correlation is scaled by to account for the small near-side difference and then we subtract it from the close-region correlation. The result is shown in Fig. 3(b). The difference measures the away-side jetlike correlation shape. A Gaussian fit centered at is applied to extract the correlation width. The values per degree of freedom are all consistent with unity, indicating that the correlation shape is Gaussian. The values are tabulated in Table 2.
Figure 4 shows the away-side correlation width (Gaussian ) as a function of centrality for five bins. The width for the lowest of 0.15-0.5 GeV/ is consistent with a constant over centrality; at this low , the correlations are fairly wide for all centralities and possible broadening with increasing centrality may not be easily observable. For the four higher bins, the width increases from peripheral to central collisions. The broadening of the correlation function is consistent with jet broadening. However, it is also possible, because the correlation measurement is statistical, that the broadening comes from an increasing dijet acoplanarity (nuclear effect Cronin et al. (1975); Vitev (2005)) with increasing centrality. One possible mechanism of nuclear effect is multiple scattering by the incident nucleons before the hard scattering between underlying partons. Nuclear effect gives the hard scattering partons an initial net momentum in the transverse plane and thus causes a spread in dijet angular correlation.
Figure 5(a) shows as a function of in peripheral and central collisions. In peripheral collisions, the width decreases rapidly with increasing . In central collisions the decrease is less rapid. We quantify the broadening from peripheral to central collisions by , shown as a function of in Fig. 5(b). The relative broadening is stronger for higher associated particles. At very low the jetlike correlation is already quite broad in peripheral collisions, limiting any further broadening in central collisions. At high the initial jetlike correlation is narrow, leaving significant room for broadening in central collisions. In previous STAR dihadron correlation measurements Adams et al. (2005a); Aggarwal et al. (2010), the reported away-side correlations were broader than those reported here likely because the previous results did not have the high-order harmonic flow backgrounds subtracted. We also note that the reported jet-hadron correlations Adamczyk et al. (2014) were measured with a much higher jet and the extracted widths at low suffer from large flow background uncertainties.
If the away-side correlation broadening is due to nuclear effects only, without medium induced jet broadening, then we would have . Here quantifies the dijet acoplanarity and should ideally not depend on the associated particle . With the wide range, it is possible that a higher could bias towards higher , hence smaller effect. To investigate this quantitatively, we fit the data in Fig. 5(b) by a linear function, yielding ( in GeV/). This suggests that the nuclear effect (expected constant or decreasing with ) is not the only source for the observed broadening. There must be contributions from a dependent effect such as medium induced jet broadening. This conclusion is corroborated by the relatively small nuclear measured by both PHENIX Rak (2004); Adler et al. (2006b) and STAR Henry (2006); Putschke (2009) We note that the measured broadening is between the associated and trigger particle angles, not directly the angle of jet fragment from the jet axis. It is the combination of broadening at the trigger particle and the associated particle values.
A more explicit means to distinguish the jet-medium broadening from the effect and other possible mechanisms is to use three-particle correlations Abelev et al. (2009b, 2010). With our method of subtracting anisotropic flow background, three-particle correlations could shed new light on partonic energy loss mechanisms in relativistic heavy-ion collisions. We leave such studies to future investigations.
Conclusions. We have reported a measurement of away-side jetlike azimuthal correlation shapes relative to a high- trigger particle ( GeV/) in Au+Au collisions at  GeV by the STAR experiment. We devised a method for a clean and robust subtraction of anisotropic flow backgrounds by using the correlation data itself. Namely, we enhance the away-side jet population in the acceptance by requiring a large recoil momentum [see Eq. (1)], and take the difference of jetlike correlations in regions symmetric about midrapidity but with different gaps away from the enhanced region. The measured Gaussian width of the away-side jetlike correlation increases with increasing centrality in the associated particle range of  GeV/. The increase is consistent with medium induced jet broadening of the trigger and/or associated particles in addition to the nuclear effects.
Acknowledgments. We thank the RHIC Operations Group and RCF at BNL, the NERSC Center at LBNL, and the Open Science Grid consortium for providing resources and support. This work was supported in part by the Office of Nuclear Physics within the U.S. DOE Office of Science, the U.S. National Science Foundation, the Ministry of Education and Science of the Russian Federation, National Natural Science Foundation of China, Chinese Academy of Science, the Ministry of Science and Technology of China and the Chinese Ministry of Education, the National Research Foundation of Korea, Czech Science Foundation and Ministry of Education, Youth and Sports of the Czech Republic, Hungarian National Research, Development and Innovation Office (FK-123824), New National Excellency Programme of the Hungarian Ministry of Human Capacities (UNKP-18-4), Department of Atomic Energy and Department of Science and Technology of the Government of India, the National Science Centre of Poland, the Ministry of Science, Education and Sports of the Republic of Croatia, RosAtom of Russia and German Bundesministerium fur Bildung, Wissenschaft, Forschung and Technologie (BMBF) and the Helmholtz Association.
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