Author

Zhou, Kai

INSPIRE profile1393856 ORCID0000-0001-9859-1758

54 papers·2,097 citations in this corpus

	Paper	Category
Apr 13, 2026#42604.09198	Unified Extraction of In-Medium Heavy Quark Potentials from RHIC to LHC Energies via Deep Learning Jiamin Liu🇨🇳 · Kai Zhou🇨🇳 · Baoyi Chen🇨🇳	nucl-th	—	2
Mar 26, 2026#32603.24088	Deep learning approaches to extract nuclear deformation parameters from initial-state information in heavy-ion collisions Jun-Qi Tao🇨🇳 · Yang Liu🇨🇳 · Yu Sha🇨🇳 · Xiang Fan🇨🇳 · Yan-Sheng Tu🇨🇳 · Kai Zhou🇨🇳 · Hua Zheng🇨🇳 · Ben-Wei Zhang🇨🇳	nucl-th	—	0
Nov 18, 2025#52511.13163	A deep learning approach for predicting multiple observables in Au+Au collisions at RHIC Jun-Qi Tao🇨🇳 · Xiang Fan🇨🇳 · Yang Liu🇨🇳 · Yu Sha🇨🇳 · Kai Zhou🇨🇳 · Hua Zheng🇨🇳 · Ben-Wei Zhang🇨🇳	nucl-th	PRC	0
Jul 9, 2025#32507.05808	Neural Unfolding of the Chiral Magnetic Effect in Heavy-Ion Collisions Shuang Guo🇨🇳 · Lingxiao Wang🇯🇵 · Kai Zhou🇨🇳 · Guo-Liang Ma🇨🇳	nucl-th	Chin.Phys.Lett.	4
Jun 11, 2025#62506.08104	Dense Matter in Neutron Stars with eXTP Ang Li🇨🇳 · Anna L. Watts🇳🇱 · Guobao Zhang🇨🇳 · Sebastien Guillot🇫🇷 · Yanjun Xu🇨🇳 · Andrea Santangelo🇩🇪 · Silvia Zane🇬🇧 · Hua Feng🇨🇳 · Shuang-Nan Zhang🇨🇳 · Mingyu Ge🇨🇳 · Liqiang Qi🇨🇳 · Tuomo Salmi🇫🇮 · Bas Dorsman🇳🇱 · Zhiqiang Miao🇨🇳 · Zhonghao Tu🇨🇳 · Yuri Cavecchi🇪🇸 · Xia Zhou🇨🇳 · Xiaoping Zheng🇨🇳 · Weihua Wang · Quan Cheng🇨🇳 · Xuezhi Liu🇨🇳 · Yining Wei🇨🇳 · Wei Wang🇨🇳 · Yujing Xu🇨🇳 · Shanshan Weng🇨🇳	↳ astro-ph.HE	SCPMA	48
Feb 28, 2025#72502.20226	Inferring the Equation of State from Neutron Star Observables via Machine Learning N. K. Patra🇨🇳 · Tuhin Malik🇵🇹 · Helena Pais🇵🇹 · Kai Zhou🇨🇳 · B. K. Agrawal🇮🇳 · Constança Providência🇵🇹	nucl-th	PLB	19
Feb 25, 2025#132502.16330	Ultra fast, event-by-event heavy-ion simulations for next generation experiments Manjunath Omana Kuttan🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Horst Stoecker🇩🇪	↳ hep-ph	PRC	6
Jan 28, 2025#82501.15810	Towards constraining QCD phase transitions in neutron star interiors: Bayesian Inference with TOV linear response analysis Ronghao Li🇨🇳 · Sophia Han🇨🇳 · Zidu Lin🇺🇸 · Lingxiao Wang🇯🇵 · Kai Zhou🇨🇳 · Shuzhe Shi🇨🇳	nucl-th	PRD	18
Jan 14, 2025#42501.05580	Physics-Driven Learning for Inverse Problems in Quantum Chromodynamics Gert Aarts🇬🇧 · Kenji Fukushima🇯🇵 · Tetsuo Hatsuda🇯🇵 · Andreas Ipp🇦🇹 · Shuzhe Shi🇨🇳 · Lingxiao Wang🇯🇵 · Kai Zhou🇨🇳	↳ hep-lat	Nature Rev.Phys.	53
Dec 16, 2024#102412.10352	Toward a foundation model for heavy-ion collision experiments based on point-cloud diffusion Manjunath Omana Kuttan🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Horst Stoecker🇩🇪	↳ hep-ph	PRC	8
Nov 14, 2023#82311.07274	Phase Transition Study meets Machine Learning Yu-Gang Ma🇨🇳 · Long-Gang Pang🇨🇳 · Rui Wang🇨🇳 · Kai Zhou🇩🇪	nucl-th	Chin.Phys.Lett.	57
May 18, 2023#22305.09937	Machine learning study to identify collective flow in small and large colliding systems Shuang Guo🇨🇳 · Han-Sheng Wang🇨🇳 · Kai Zhou🇩🇪 · Guo-Liang Ma🇨🇳	nucl-th	PRC	10
Mar 28, 2023#172303.15136	Exploring QCD matter in extreme conditions with Machine Learning Kai Zhou🇩🇪 · Lingxiao Wang🇩🇪 · Long-Gang Pang🇨🇳 · Shuzhe Shi🇺🇸	↳ hep-ph	PPNP	121
Mar 15, 2023#72303.07919	Model dependence of the number of participant nucleons and observable consequences in heavy-ion collisions Manjunath Omana Kuttan🇩🇪 · Jan Steinheimer🇩🇪 · Kai Zhou🇩🇪 · Marcus Bleicher🇩🇪 · Horst Stoecker🇩🇪	↳ hep-ph	EPJC	5
Mar 14, 2023#92303.06752	High energy nuclear physics meets Machine Learning Wan-Bing He🇨🇳 · Yu-Gang Ma🇨🇳 · Long-Gang Pang🇨🇳 · Huichao Song🇨🇳 · Kai Zhou🇩🇪	↳ hep-ph	Nucl.Sci.Tech.	105
Feb 14, 2023#12302.06179	Bottom energy loss and non-prompt $J / ψ$ production in relativistic heavy ion collisions Meimei Yang🇨🇳 · Shiqi Zheng🇺🇸 · Bo Tong🇨🇳 · Jiaxing Zhao🇫🇷 · Wenyuan Ouyang🇨🇳 · Kai Zhou🇩🇪 · Baoyi Chen🇨🇳	nucl-th	PRC	18
Jan 11, 2023#32301.03910	Examination of nucleon distribution with Bayesian imaging for isobar collisions Yi-Lin Cheng🇩🇪 · Shuzhe Shi🇨🇳 · Yu-Gang Ma🇨🇳 · Horst Stöcker🇩🇪 · Kai Zhou🇩🇪	nucl-th	PRC	20
Nov 22, 2022#82211.11670	QCD Equation of State of Dense Nuclear Matter from a Bayesian Analysis of Heavy-Ion Collision Data Manjunath Omana Kuttan🇩🇪 · Jan Steinheimer🇩🇪 · Kai Zhou🇩🇪 · Horst Stoecker🇩🇪	↳ hep-ph	PRL	65
Aug 5, 2022#72208.02297	Continuum-extrapolated NNLO Valence PDF of Pion at the Physical Point Xiang Gao🇺🇸 · Andrew D. Hanlon🇺🇸 · Nikhil Karthik🇺🇸 · Swagato Mukherjee🇺🇸 · Peter Petreczky🇺🇸 · Philipp Scior🇺🇸 · Shuzhe Shi🇺🇸 · Sergey Syritsyn🇺🇸 · Yong Zhao🇺🇸 · Kai Zhou🇩🇪	↳ hep-lat	PRD	77
Jan 10, 2022#72201.02564	Rethinking the ill-posedness of the spectral function reconstruction -- why is it fundamentally hard and how Artificial Neural Networks can help Shuzhe Shi🇨🇦 · Lingxiao Wang🇩🇪 · Kai Zhou🇩🇪	↳ hep-ph	Comput.Phys.Commun.	37
Jan 6, 2022#82201.01756	Neural network reconstruction of the dense matter equation of state from neutron star observables Shriya Soma🇩🇪 · Lingxiao Wang🇩🇪 · Shuzhe Shi🇨🇦 · Horst Stöcker🇩🇪 · Kai Zhou🇩🇪	↳ hep-ph	JCAP	57
Aug 10, 2021#72108.03987	Learning Langevin dynamics with QCD phase transition Lingxiao Wang🇩🇪 · Lijia Jiang🇩🇪 · Kai Zhou🇩🇪	nucl-th	EPJ Web Conf.	2
Jul 26, 2021#22107.11012	Finding signatures of the nuclear symmetry energy in heavy-ion collisions with deep learning Yongjia Wang🇨🇳 · Fupeng Li🇨🇳 · Qingfeng Li🇨🇳 · Hongliang Lü🇨🇳 · Kai Zhou🇩🇪	nucl-th	PLB	24
Jul 13, 2021#142107.05590	An equation-of-state-meter for CBM using PointNet Manjunath Omana Kuttan🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Andreas Redelbach🇩🇪 · Horst Stoecker🇩🇪	↳ hep-ph	JHEP	32
Jul 5, 2021#32107.00656	Shared Data and Algorithms for Deep Learning in Fundamental Physics Lisa Benato · Erik Buhmann · Martin Erdmann · Peter Fackeldey · Jonas Glombitza · Nikolai Hartmann · Gregor Kasieczka · William Korcari · Thomas Kuhr · Jan Steinheimer · Horst Stöcker · Tilman Plehn · Kai Zhou	↳ cs.LG	Comput.Softw.Big Sci.	19
May 31, 2021#52105.13761	Detecting Chiral Magnetic Effect via Deep Learning Yuan-Sheng Zhao🇨🇳 · Lingxiao Wang🇩🇪 · Kai Zhou🇩🇪 · Xu-Guang Huang🇨🇳	↳ hep-ph	PRC	25
May 24, 2021#52105.07862	Heavy quark potential in quark-gluon Plasma: Deep neural network meets lattice quantum chromodynamics Shuzhe Shi🇨🇦 · Kai Zhou🇩🇪 · Jiaxing Zhao🇨🇳 · Swagato Mukherjee🇺🇸 · Pengfei Zhuang🇨🇳	↳ hep-ph	PRD	74
Mar 9, 2021#12103.04090	Deep learning stochastic processes with QCD phase transition Lijia Jiang🇩🇪 · Lingxiao Wang🇩🇪 · Kai Zhou🇩🇪	nucl-th	PRD	34
Sep 8, 2020#42009.03059	Identifying the nature of the QCD transition in heavy-ion collisions with deep learning Yi-Lun Du🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Long-Gang Pang🇺🇸 · Anton Motornenko🇩🇪 · Hong-Shi Zong🇨🇳 · Xin-Nian Wang🇺🇸 · Horst Stoecker🇩🇪	nucl-th	NPA	5
Sep 4, 2020#142009.01584	A fast centrality-meter for heavy-ion collisions at the CBM experiment Manjunath Omana Kuttan🇩🇪 · Jan Steinheimer🇩🇪 · Kai Zhou🇩🇪 · Andreas Redelbach🇩🇪 · Horst Stoecker🇩🇪	↳ hep-ph	PLB	46
May 19, 2020#52005.08277	Heavy flavors under extreme conditions in high energy nuclear collisions Jiaxing Zhao🇨🇳 · Kai Zhou🇩🇪 · Shile Chen🇨🇳 · Pengfei Zhuang🇨🇳	nucl-th	PPNP	138
Oct 28, 2019#51910.11530	Identifying the nature of the QCD transition in relativistic collision of heavy nuclei with deep learning Yi-Lun Du🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Long-Gang Pang🇺🇸 · Anton Motornenko🇩🇪 · Hong-Shi Zong🇨🇳 · Xin-Nian Wang🇺🇸 · Horst Stöcker🇩🇪	↳ hep-ph	EPJC	74
Jul 1, 2019#91906.12111	Kinetic approach to a relativistic BEC with inelastic processes Richard Lenkiewicz🇩🇪 · Alex Meistrenko🇩🇪 · Hendrik van Hees🇩🇪 · Kai Zhou🇩🇪 · Zhe Xu🇨🇳 · Carsten Greiner🇩🇪	↳ hep-ph	PRD	6
Jun 18, 2019#11906.06429	Interpretable deep learning for nuclear deformation in heavy ion collisions Long-Gang Pang🇺🇸 · Kai Zhou🇩🇪 · Xin-Nian Wang🇺🇸	nucl-th	—	23
Jun 18, 2019#31906.06562	A machine learning study to identify spinodal clumping in high energy nuclear collisions Jan Steinheimer🇩🇪 · LongGang Pang🇺🇸 · Kai Zhou🇩🇪 · Volker Koch🇺🇸 · Jørgen Randrup🇺🇸 · Horst Stoecker🇩🇪	nucl-th	JHEP	65
Jun 19, 2018#91806.06750	Dilepton photoproduction measures the fluctuations of initial electromagnetic fields in nuclear collisions Guansong Li · Kai Zhou🇩🇪 · Baoyi Chen	nucl-th	Commun.Theor.Phys.	3
Mar 8, 2017#101703.02495	Kinetic description of Bose-Einstein condensation with test particle simulations Kai Zhou🇨🇳 · Zhe Xu🇨🇳 · Pengfei Zhuang🇨🇳 · Carsten Greiner🇩🇪	↳ hep-ph	PRD	14
Dec 14, 2016#131612.04262	An equation-of-state-meter of QCD transition from deep learning Long-Gang Pang🇩🇪 · Kai Zhou🇩🇪 · Nan Su🇩🇪 · Hannah Petersen🇩🇪 · Horst Stöcker🇩🇪 · Xin-Nian Wang🇺🇸	↳ hep-ph	Nature Commun.	191
May 5, 2016#71605.01389	Heavy ions at the Future Circular Collider A. Dainese🇮🇹 · U.A. Wiedemann (editors)🇨🇭 · N. Armesto🇪🇸 · D. d'Enterria🇨🇭 · J.M. Jowett🇨🇭 · J.-P. Lansberg🇫🇷 · J.G. Milhano🇵🇹 · C.A. Salgado🇪🇸 · M. Schaumann🇨🇭 · M. van Leeuwen (section editors)🇳🇱 · J.L. Albacete🇪🇸 · A. Andronic🇩🇪 · P. Antonioli🇮🇹 · L. Apolinario🇵🇹 · S. Bass🇺🇸 · A. Beraudo🇮🇹 · A. Bilandzic🇩🇰 · S. Borsanyi🇩🇪 · P. Braun-Munzinger🇩🇪 · Z. Chen🇨🇳 · L. Cunqueiro Mendez🇩🇪 · G.S. Denicol🇺🇸 · K.J. Eskola🇫🇮 · S. Floerchinger🇩🇪 · H. Fujii🇯🇵	↳ hep-ph	CERN Yellow Rep.	92
Feb 5, 2016#131602.01667	Thermal Charm and Charmonium Production in Quark Gluon Plasma Kai Zhou🇨🇳 · Zhengyu Chen🇨🇳 · Carsten Greiner🇩🇪 · Pengfei Zhuang🇨🇳	↳ hep-ph	PLB	33
Jan 5, 2016#141601.00278	Heavy Quark and Quarkonium Transport in High Energy Nuclear Collisions Kai Zhou🇨🇳 · Wei Dai🇨🇳 · Nu Xu🇺🇸 · Pengfei Zhuang🇨🇳	↳ hep-ph	NPA	4
Sep 28, 2015#101509.07682	Undersaturation of quarks at early stages of relativistic nuclear collisions: the hot glue initial scenario and its observable signatures H. Stoecker🇩🇪 · M. Beitel🇩🇪 · T.S. Biró🇭🇺 · L.P. Csernai🇳🇴 · K. Gallmeister🇩🇪 · M.I. Gorenstein🇩🇪 · C. Greiner🇩🇪 · I.N. Mishustin🇩🇪 · M. Panero🇮🇹 · S. Raha🇮🇳 · L.M. Satarov🇩🇪 · S. Schramm🇩🇪 · F. Senzel🇩🇪 · B. Sinha🇮🇳 · J. Steinheimer🇩🇪 · J. Struckmeier🇩🇪 · V. Vovchenko🇩🇪 · Z. Xu🇨🇳 · K. Zhou🇩🇪 · P. Zhuang🇨🇳	↳ hep-ph	Astron.Nachr.	17
Sep 18, 2015#111509.05252	Excitation function Analysis for Charmonium Production in Heavy-Ion Collisions Kai Zhou🇩🇪	↳ hep-ph	J.Phys.Conf.Ser.	0
Sep 2, 2015#111509.00160	Glueballs amass at RHIC and LHC Colliders! - The early quarkless 1st order phase transition at $T = 270$ MeV - from pure Yang-Mills glue plasma to GlueBall-Hagedorn states Horst Stoecker🇩🇪 · Kai Zhou🇩🇪 · Stefan Schramm🇩🇪 · Florian Senzel🇩🇪 · Carsten Greiner🇩🇪 · Maxim Beitel🇩🇪 · Kai Gallmeister🇩🇪 · Mark Gorenstein🇺🇦 · Igor Mishustin🇩🇪 · David Vasak🇩🇪 · Jan Steinheimer🇩🇪 · Juergen Struckmeier🇩🇪 · Volodymyr Vovchenko🇩🇪 · Leonid Satarov🇩🇪 · Zhe Xu🇨🇳 · Pengfei Zhuang🇨🇳 · Laszlo P. Csernai🇳🇴 · Bikash Sinha🇮🇳 · Sibaji Raha🇮🇳 · Tamás Sándor Biró🇭🇺 · Marco Panero🇮🇹	↳ hep-ph	J.Phys.G	33
Jul 21, 2015#21507.05413	Anti-shadowing Effect on Charmonium Production at a Fixed-target Experiment Using LHC Beams Kai Zhou🇨🇳 · Zhengyu Chen🇨🇳 · Pengfei Zhuang🇨🇳	nucl-th	Adv.High Energy Phys.	3
Oct 22, 2014#8*1410.5616	Thermalization of gluons with Bose-Einstein condensation Zhe Xu🇨🇳 · Kai Zhou🇨🇳 · Pengfei Zhuang🇨🇳 · Carsten Greiner🇩🇪	↳ hep-ph	PRL	52
Sep 22, 2014#1*1409.5559	Charmonium Transverse Momentum Distribution in High Energy Nuclear Collisions Zebo Tang🇨🇳 · Nu Xu🇨🇳 · Kai Zhou🇨🇳 · Pengfei Zhuang🇨🇳	nucl-th	J.Phys.G	14
Aug 19, 2014#7*1408.3900	{\Upsilon} Production in Heavy Ion Collisions at LHC Kai Zhou🇨🇳 · Nu Xu🇺🇸 · Pengfei Zhuang🇨🇳	↳ hep-ph	NPA	27
Jan 24, 2014#3*1401.5845	Medium Effects on Charmonium Production at ultrarelativistic energies available at the CERN Large Haron Collider Kai Zhou🇨🇳 · Nu Xu🇺🇸 · Zhe Xu🇨🇳 · Pengfei Zhuang🇨🇳	nucl-th	PRC	235
Oct 1, 2013#1*1309.7520	Quarkonium Production and Medium Effects in High Energy Nuclear Collisions Kai Zhou🇨🇳 · Nu Xu🇺🇸 · Pengfei Zhuang🇨🇳	nucl-th	—	12
Jun 24, 2013#2*1306.5032	\psi^\prime Production and B Decay in Heavy Ion Collisions at LHC Baoyi Chen🇨🇳 · Yunpeng Liu🇺🇸 · Kai Zhou🇨🇳 · Pengfei Zhuang🇨🇳	nucl-th	PLB	30
Feb 17, 2012#4*1202.3523	Mean Field Effect on J/\psi Production in Heavy Ion Collisions Baoyi Chen🇨🇳 · Kai Zhou🇨🇳 · Pengfei Zhuang🇨🇳	nucl-th	PRC	18
Apr 14, 2011#11*1104.2437	Heavy quarks and charmonium at RHIC and LHC within a partonic transport model Jan Uphoff🇩🇪 · Kai Zhou🇨🇳 · Oliver Fochler🇩🇪 · Zhe Xu🇩🇪 · Carsten Greiner🇩🇪	↳ hep-ph	PoS	11
Nov 27, 2009#3*0911.5008	Transverse Momentum Distribution as a Probe of J/psi Production Mechanism in Heavy Ion Collisions Kai Zhou🇨🇳 · Nu Xu🇺🇸 · Pengfei Zhuang🇨🇳	nucl-th	NPA	11

Unified Extraction of In-Medium Heavy Quark Potentials from RHIC to LHC Energies via Deep Learning
Jiamin Liu🇨🇳 · Kai Zhou🇨🇳 · Baoyi Chen🇨🇳
Apr 13, 2026#4nucl-th2 citations
Deep learning approaches to extract nuclear deformation parameters from initial-state information in heavy-ion collisions
Jun-Qi Tao🇨🇳 · Yang Liu🇨🇳 · Yu Sha🇨🇳 · Xiang Fan🇨🇳 · Yan-Sheng Tu🇨🇳 · Kai Zhou🇨🇳 · Hua Zheng🇨🇳 · Ben-Wei Zhang🇨🇳
Mar 26, 2026#3nucl-th0 citations
A deep learning approach for predicting multiple observables in Au+Au collisions at RHIC
Jun-Qi Tao🇨🇳 · Xiang Fan🇨🇳 · Yang Liu🇨🇳 · Yu Sha🇨🇳 · Kai Zhou🇨🇳 · Hua Zheng🇨🇳 · Ben-Wei Zhang🇨🇳
Nov 18, 2025#5nucl-thPRC0 citations
Neural Unfolding of the Chiral Magnetic Effect in Heavy-Ion Collisions
Shuang Guo🇨🇳 · Lingxiao Wang🇯🇵 · Kai Zhou🇨🇳 · Guo-Liang Ma🇨🇳
Jul 9, 2025#3nucl-thChin.Phys.Lett.4 citations
Dense Matter in Neutron Stars with eXTP
Ang Li🇨🇳 · Anna L. Watts🇳🇱 · Guobao Zhang🇨🇳 · Sebastien Guillot🇫🇷 · Yanjun Xu🇨🇳 · Andrea Santangelo🇩🇪 · Silvia Zane🇬🇧 · Hua Feng🇨🇳 · Shuang-Nan Zhang🇨🇳 · Mingyu Ge🇨🇳 · Liqiang Qi🇨🇳 · Tuomo Salmi🇫🇮 · Bas Dorsman🇳🇱 · Zhiqiang Miao🇨🇳 · Zhonghao Tu🇨🇳 · Yuri Cavecchi🇪🇸 · Xia Zhou🇨🇳 · Xiaoping Zheng🇨🇳 · Weihua Wang · Quan Cheng🇨🇳 · Xuezhi Liu🇨🇳 · Yining Wei🇨🇳 · Wei Wang🇨🇳 · Yujing Xu🇨🇳 · Shanshan Weng🇨🇳
Jun 11, 2025#6↳ astro-ph.HESCPMA48 citations
Inferring the Equation of State from Neutron Star Observables via Machine Learning
N. K. Patra🇨🇳 · Tuhin Malik🇵🇹 · Helena Pais🇵🇹 · Kai Zhou🇨🇳 · B. K. Agrawal🇮🇳 · Constança Providência🇵🇹
Feb 28, 2025#7nucl-thPLB19 citations
Ultra fast, event-by-event heavy-ion simulations for next generation experiments
Manjunath Omana Kuttan🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Horst Stoecker🇩🇪
Feb 25, 2025#13↳ hep-phPRC6 citations
Towards constraining QCD phase transitions in neutron star interiors: Bayesian Inference with TOV linear response analysis
Ronghao Li🇨🇳 · Sophia Han🇨🇳 · Zidu Lin🇺🇸 · Lingxiao Wang🇯🇵 · Kai Zhou🇨🇳 · Shuzhe Shi🇨🇳
Jan 28, 2025#8nucl-thPRD18 citations
Physics-Driven Learning for Inverse Problems in Quantum Chromodynamics
Gert Aarts🇬🇧 · Kenji Fukushima🇯🇵 · Tetsuo Hatsuda🇯🇵 · Andreas Ipp🇦🇹 · Shuzhe Shi🇨🇳 · Lingxiao Wang🇯🇵 · Kai Zhou🇨🇳
Jan 14, 2025#4↳ hep-latNature Rev.Phys.53 citations
Toward a foundation model for heavy-ion collision experiments based on point-cloud diffusion
Manjunath Omana Kuttan🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Horst Stoecker🇩🇪
Dec 16, 2024#10↳ hep-phPRC8 citations
Phase Transition Study meets Machine Learning
Yu-Gang Ma🇨🇳 · Long-Gang Pang🇨🇳 · Rui Wang🇨🇳 · Kai Zhou🇩🇪
Nov 14, 2023#8nucl-thChin.Phys.Lett.57 citations
Machine learning study to identify collective flow in small and large colliding systems
Shuang Guo🇨🇳 · Han-Sheng Wang🇨🇳 · Kai Zhou🇩🇪 · Guo-Liang Ma🇨🇳
May 18, 2023#2nucl-thPRC10 citations
Exploring QCD matter in extreme conditions with Machine Learning
Kai Zhou🇩🇪 · Lingxiao Wang🇩🇪 · Long-Gang Pang🇨🇳 · Shuzhe Shi🇺🇸
Mar 28, 2023#17↳ hep-phPPNP121 citations
Model dependence of the number of participant nucleons and observable consequences in heavy-ion collisions
Manjunath Omana Kuttan🇩🇪 · Jan Steinheimer🇩🇪 · Kai Zhou🇩🇪 · Marcus Bleicher🇩🇪 · Horst Stoecker🇩🇪
Mar 15, 2023#7↳ hep-phEPJC5 citations
High energy nuclear physics meets Machine Learning
Wan-Bing He🇨🇳 · Yu-Gang Ma🇨🇳 · Long-Gang Pang🇨🇳 · Huichao Song🇨🇳 · Kai Zhou🇩🇪
Mar 14, 2023#9↳ hep-phNucl.Sci.Tech.105 citations
Bottom energy loss and non-prompt $J / ψ$ production in relativistic heavy ion collisions
Meimei Yang🇨🇳 · Shiqi Zheng🇺🇸 · Bo Tong🇨🇳 · Jiaxing Zhao🇫🇷 · Wenyuan Ouyang🇨🇳 · Kai Zhou🇩🇪 · Baoyi Chen🇨🇳
Feb 14, 2023#1nucl-thPRC18 citations
Examination of nucleon distribution with Bayesian imaging for isobar collisions
Yi-Lin Cheng🇩🇪 · Shuzhe Shi🇨🇳 · Yu-Gang Ma🇨🇳 · Horst Stöcker🇩🇪 · Kai Zhou🇩🇪
Jan 11, 2023#3nucl-thPRC20 citations
QCD Equation of State of Dense Nuclear Matter from a Bayesian Analysis of Heavy-Ion Collision Data
Manjunath Omana Kuttan🇩🇪 · Jan Steinheimer🇩🇪 · Kai Zhou🇩🇪 · Horst Stoecker🇩🇪
Nov 22, 2022#8↳ hep-phPRL65 citations
Continuum-extrapolated NNLO Valence PDF of Pion at the Physical Point
Xiang Gao🇺🇸 · Andrew D. Hanlon🇺🇸 · Nikhil Karthik🇺🇸 · Swagato Mukherjee🇺🇸 · Peter Petreczky🇺🇸 · Philipp Scior🇺🇸 · Shuzhe Shi🇺🇸 · Sergey Syritsyn🇺🇸 · Yong Zhao🇺🇸 · Kai Zhou🇩🇪
Aug 5, 2022#7↳ hep-latPRD77 citations
Rethinking the ill-posedness of the spectral function reconstruction -- why is it fundamentally hard and how Artificial Neural Networks can help
Shuzhe Shi🇨🇦 · Lingxiao Wang🇩🇪 · Kai Zhou🇩🇪
Jan 10, 2022#7↳ hep-phComput.Phys.Commun.37 citations
Neural network reconstruction of the dense matter equation of state from neutron star observables
Shriya Soma🇩🇪 · Lingxiao Wang🇩🇪 · Shuzhe Shi🇨🇦 · Horst Stöcker🇩🇪 · Kai Zhou🇩🇪
Jan 6, 2022#8↳ hep-phJCAP57 citations
Learning Langevin dynamics with QCD phase transition
Lingxiao Wang🇩🇪 · Lijia Jiang🇩🇪 · Kai Zhou🇩🇪
Aug 10, 2021#7nucl-thEPJ Web Conf.2 citations
Finding signatures of the nuclear symmetry energy in heavy-ion collisions with deep learning
Yongjia Wang🇨🇳 · Fupeng Li🇨🇳 · Qingfeng Li🇨🇳 · Hongliang Lü🇨🇳 · Kai Zhou🇩🇪
Jul 26, 2021#2nucl-thPLB24 citations
An equation-of-state-meter for CBM using PointNet
Manjunath Omana Kuttan🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Andreas Redelbach🇩🇪 · Horst Stoecker🇩🇪
Jul 13, 2021#14↳ hep-phJHEP32 citations
Shared Data and Algorithms for Deep Learning in Fundamental Physics
Lisa Benato · Erik Buhmann · Martin Erdmann · Peter Fackeldey · Jonas Glombitza · Nikolai Hartmann · Gregor Kasieczka · William Korcari · Thomas Kuhr · Jan Steinheimer · Horst Stöcker · Tilman Plehn · Kai Zhou
Jul 5, 2021#3↳ cs.LGComput.Softw.Big Sci.19 citations
Detecting Chiral Magnetic Effect via Deep Learning
Yuan-Sheng Zhao🇨🇳 · Lingxiao Wang🇩🇪 · Kai Zhou🇩🇪 · Xu-Guang Huang🇨🇳
May 31, 2021#5↳ hep-phPRC25 citations
Heavy quark potential in quark-gluon Plasma: Deep neural network meets lattice quantum chromodynamics
Shuzhe Shi🇨🇦 · Kai Zhou🇩🇪 · Jiaxing Zhao🇨🇳 · Swagato Mukherjee🇺🇸 · Pengfei Zhuang🇨🇳
May 24, 2021#5↳ hep-phPRD74 citations
Deep learning stochastic processes with QCD phase transition
Lijia Jiang🇩🇪 · Lingxiao Wang🇩🇪 · Kai Zhou🇩🇪
Mar 9, 2021#1nucl-thPRD34 citations
Identifying the nature of the QCD transition in heavy-ion collisions with deep learning
Yi-Lun Du🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Long-Gang Pang🇺🇸 · Anton Motornenko🇩🇪 · Hong-Shi Zong🇨🇳 · Xin-Nian Wang🇺🇸 · Horst Stoecker🇩🇪
Sep 8, 2020#4nucl-thNPA5 citations
A fast centrality-meter for heavy-ion collisions at the CBM experiment
Manjunath Omana Kuttan🇩🇪 · Jan Steinheimer🇩🇪 · Kai Zhou🇩🇪 · Andreas Redelbach🇩🇪 · Horst Stoecker🇩🇪
Sep 4, 2020#14↳ hep-phPLB46 citations
Heavy flavors under extreme conditions in high energy nuclear collisions
Jiaxing Zhao🇨🇳 · Kai Zhou🇩🇪 · Shile Chen🇨🇳 · Pengfei Zhuang🇨🇳
May 19, 2020#5nucl-thPPNP138 citations
Identifying the nature of the QCD transition in relativistic collision of heavy nuclei with deep learning
Yi-Lun Du🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Long-Gang Pang🇺🇸 · Anton Motornenko🇩🇪 · Hong-Shi Zong🇨🇳 · Xin-Nian Wang🇺🇸 · Horst Stöcker🇩🇪
Oct 28, 2019#5↳ hep-phEPJC74 citations
Kinetic approach to a relativistic BEC with inelastic processes
Richard Lenkiewicz🇩🇪 · Alex Meistrenko🇩🇪 · Hendrik van Hees🇩🇪 · Kai Zhou🇩🇪 · Zhe Xu🇨🇳 · Carsten Greiner🇩🇪
Jul 1, 2019#9↳ hep-phPRD6 citations
Interpretable deep learning for nuclear deformation in heavy ion collisions
Long-Gang Pang🇺🇸 · Kai Zhou🇩🇪 · Xin-Nian Wang🇺🇸
Jun 18, 2019#1nucl-th23 citations
A machine learning study to identify spinodal clumping in high energy nuclear collisions
Jan Steinheimer🇩🇪 · LongGang Pang🇺🇸 · Kai Zhou🇩🇪 · Volker Koch🇺🇸 · Jørgen Randrup🇺🇸 · Horst Stoecker🇩🇪
Jun 18, 2019#3nucl-thJHEP65 citations
Dilepton photoproduction measures the fluctuations of initial electromagnetic fields in nuclear collisions
Guansong Li · Kai Zhou🇩🇪 · Baoyi Chen
Jun 19, 2018#9nucl-thCommun.Theor.Phys.3 citations
Kinetic description of Bose-Einstein condensation with test particle simulations
Kai Zhou🇨🇳 · Zhe Xu🇨🇳 · Pengfei Zhuang🇨🇳 · Carsten Greiner🇩🇪
Mar 8, 2017#10↳ hep-phPRD14 citations
An equation-of-state-meter of QCD transition from deep learning
Long-Gang Pang🇩🇪 · Kai Zhou🇩🇪 · Nan Su🇩🇪 · Hannah Petersen🇩🇪 · Horst Stöcker🇩🇪 · Xin-Nian Wang🇺🇸
Dec 14, 2016#13↳ hep-phNature Commun.191 citations
Heavy ions at the Future Circular Collider
A. Dainese🇮🇹 · U.A. Wiedemann (editors)🇨🇭 · N. Armesto🇪🇸 · D. d'Enterria🇨🇭 · J.M. Jowett🇨🇭 · J.-P. Lansberg🇫🇷 · J.G. Milhano🇵🇹 · C.A. Salgado🇪🇸 · M. Schaumann🇨🇭 · M. van Leeuwen (section editors)🇳🇱 · J.L. Albacete🇪🇸 · A. Andronic🇩🇪 · P. Antonioli🇮🇹 · L. Apolinario🇵🇹 · S. Bass🇺🇸 · A. Beraudo🇮🇹 · A. Bilandzic🇩🇰 · S. Borsanyi🇩🇪 · P. Braun-Munzinger🇩🇪 · Z. Chen🇨🇳 · L. Cunqueiro Mendez🇩🇪 · G.S. Denicol🇺🇸 · K.J. Eskola🇫🇮 · S. Floerchinger🇩🇪 · H. Fujii🇯🇵
May 5, 2016#7↳ hep-phCERN Yellow Rep.92 citations
Thermal Charm and Charmonium Production in Quark Gluon Plasma
Kai Zhou🇨🇳 · Zhengyu Chen🇨🇳 · Carsten Greiner🇩🇪 · Pengfei Zhuang🇨🇳
Feb 5, 2016#13↳ hep-phPLB33 citations
Heavy Quark and Quarkonium Transport in High Energy Nuclear Collisions
Kai Zhou🇨🇳 · Wei Dai🇨🇳 · Nu Xu🇺🇸 · Pengfei Zhuang🇨🇳
Jan 5, 2016#14↳ hep-phNPA4 citations
Undersaturation of quarks at early stages of relativistic nuclear collisions: the hot glue initial scenario and its observable signatures
H. Stoecker🇩🇪 · M. Beitel🇩🇪 · T.S. Biró🇭🇺 · L.P. Csernai🇳🇴 · K. Gallmeister🇩🇪 · M.I. Gorenstein🇩🇪 · C. Greiner🇩🇪 · I.N. Mishustin🇩🇪 · M. Panero🇮🇹 · S. Raha🇮🇳 · L.M. Satarov🇩🇪 · S. Schramm🇩🇪 · F. Senzel🇩🇪 · B. Sinha🇮🇳 · J. Steinheimer🇩🇪 · J. Struckmeier🇩🇪 · V. Vovchenko🇩🇪 · Z. Xu🇨🇳 · K. Zhou🇩🇪 · P. Zhuang🇨🇳
Sep 28, 2015#10↳ hep-phAstron.Nachr.17 citations
Excitation function Analysis for Charmonium Production in Heavy-Ion Collisions
Kai Zhou🇩🇪
Sep 18, 2015#11↳ hep-phJ.Phys.Conf.Ser.0 citations
Glueballs amass at RHIC and LHC Colliders! - The early quarkless 1st order phase transition at $T = 270$ MeV - from pure Yang-Mills glue plasma to GlueBall-Hagedorn states
Horst Stoecker🇩🇪 · Kai Zhou🇩🇪 · Stefan Schramm🇩🇪 · Florian Senzel🇩🇪 · Carsten Greiner🇩🇪 · Maxim Beitel🇩🇪 · Kai Gallmeister🇩🇪 · Mark Gorenstein🇺🇦 · Igor Mishustin🇩🇪 · David Vasak🇩🇪 · Jan Steinheimer🇩🇪 · Juergen Struckmeier🇩🇪 · Volodymyr Vovchenko🇩🇪 · Leonid Satarov🇩🇪 · Zhe Xu🇨🇳 · Pengfei Zhuang🇨🇳 · Laszlo P. Csernai🇳🇴 · Bikash Sinha🇮🇳 · Sibaji Raha🇮🇳 · Tamás Sándor Biró🇭🇺 · Marco Panero🇮🇹
Sep 2, 2015#11↳ hep-phJ.Phys.G33 citations
Anti-shadowing Effect on Charmonium Production at a Fixed-target Experiment Using LHC Beams
Kai Zhou🇨🇳 · Zhengyu Chen🇨🇳 · Pengfei Zhuang🇨🇳
Jul 21, 2015#2nucl-thAdv.High Energy Phys.3 citations
Thermalization of gluons with Bose-Einstein condensation
Zhe Xu🇨🇳 · Kai Zhou🇨🇳 · Pengfei Zhuang🇨🇳 · Carsten Greiner🇩🇪
Oct 22, 2014#8*↳ hep-phPRL52 citations
Charmonium Transverse Momentum Distribution in High Energy Nuclear Collisions
Zebo Tang🇨🇳 · Nu Xu🇨🇳 · Kai Zhou🇨🇳 · Pengfei Zhuang🇨🇳
Sep 22, 2014#1*nucl-thJ.Phys.G14 citations
{\Upsilon} Production in Heavy Ion Collisions at LHC
Kai Zhou🇨🇳 · Nu Xu🇺🇸 · Pengfei Zhuang🇨🇳
Aug 19, 2014#7*↳ hep-phNPA27 citations
Medium Effects on Charmonium Production at ultrarelativistic energies available at the CERN Large Haron Collider
Kai Zhou🇨🇳 · Nu Xu🇺🇸 · Zhe Xu🇨🇳 · Pengfei Zhuang🇨🇳
Jan 24, 2014#3*nucl-thPRC235 citations
Quarkonium Production and Medium Effects in High Energy Nuclear Collisions
Kai Zhou🇨🇳 · Nu Xu🇺🇸 · Pengfei Zhuang🇨🇳
Oct 1, 2013#1*nucl-th12 citations
\psi^\prime Production and B Decay in Heavy Ion Collisions at LHC
Baoyi Chen🇨🇳 · Yunpeng Liu🇺🇸 · Kai Zhou🇨🇳 · Pengfei Zhuang🇨🇳
Jun 24, 2013#2*nucl-thPLB30 citations
Mean Field Effect on J/\psi Production in Heavy Ion Collisions
Baoyi Chen🇨🇳 · Kai Zhou🇨🇳 · Pengfei Zhuang🇨🇳
Feb 17, 2012#4*nucl-thPRC18 citations
Heavy quarks and charmonium at RHIC and LHC within a partonic transport model
Jan Uphoff🇩🇪 · Kai Zhou🇨🇳 · Oliver Fochler🇩🇪 · Zhe Xu🇩🇪 · Carsten Greiner🇩🇪
Apr 14, 2011#11*↳ hep-phPoS11 citations
Transverse Momentum Distribution as a Probe of J/psi Production Mechanism in Heavy Ion Collisions
Kai Zhou🇨🇳 · Nu Xu🇺🇸 · Pengfei Zhuang🇨🇳
Nov 27, 2009#3*nucl-thNPA11 citations

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