Machine Learning Meets High-Energy Nuclear Physics: From Pattern Recognition to Physics-Integrated Discovery
Xun Chen🇨🇳 · Weiyao Ke🇨🇳 · Yu-Gang Ma🇨🇳 · Long-Gang Pang🇨🇳 · Kai Zhou🇨🇳
Oct 9, 20262610.12293↳ hep-ph1 citation
Author
Zhou, Kai
Affiliationsfrom papers in this corpus
Collaboratorsmost frequent first
Unified Extraction of In-Medium Heavy Quark Potentials from RHIC to LHC Energies via Deep Learning
Jiamin Liu🇨🇳 · Kai Zhou🇨🇳 · Baoyi Chen🇨🇳
Apr 13, 20262604.09198nucl-th3 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, 20262603.24088nucl-th1 citation
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, 20252511.13163nucl-thPRC0 citations
Neural Unfolding of the Chiral Magnetic Effect in Heavy-Ion Collisions
Shuang Guo🇨🇳 · Lingxiao Wang🇯🇵 · Kai Zhou🇨🇳 · Guo-Liang Ma🇨🇳
Jul 9, 20252507.05808nucl-thChin.Phys.Lett.5 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, 20252506.08104↳ astro-ph.HESCPMA55 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, 20252502.20226nucl-thPLB20 citations
Ultra fast, event-by-event heavy-ion simulations for next generation experiments
Manjunath Omana Kuttan🇩🇪 · Kai Zhou🇨🇳 · Jan Steinheimer🇩🇪 · Horst Stoecker🇩🇪
Feb 25, 20252502.16330↳ 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, 20252501.15810nucl-thPRD20 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, 20252501.05580↳ hep-latNature Rev.Phys.57 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, 20242412.10352↳ hep-phPRC9 citations
Phase Transition Study meets Machine Learning
Yu-Gang Ma🇨🇳 · Long-Gang Pang🇨🇳 · Rui Wang🇨🇳 · Kai Zhou🇩🇪
Nov 14, 20232311.07274nucl-thChin.Phys.Lett.59 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, 20232305.09937nucl-thPRC11 citations
Exploring QCD matter in extreme conditions with Machine Learning
Kai Zhou🇩🇪 · Lingxiao Wang🇩🇪 · Long-Gang Pang🇨🇳 · Shuzhe Shi🇺🇸
Mar 28, 20232303.15136↳ hep-phPPNP125 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, 20232303.07919↳ 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, 20232303.06752↳ hep-phNucl.Sci.Tech.106 citations
Bottom energy loss and non-prompt production in relativistic heavy ion collisions
Meimei Yang🇨🇳 · Shiqi Zheng🇺🇸 · Bo Tong🇨🇳 · Jiaxing Zhao🇫🇷 · Wenyuan Ouyang🇨🇳 · Kai Zhou🇩🇪 · Baoyi Chen🇨🇳
Feb 14, 20232302.06179nucl-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, 20232301.03910nucl-thPRC21 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, 20222211.11670↳ hep-phPRL68 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, 20222208.02297↳ hep-latPRD79 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, 20222201.02564↳ hep-phComput.Phys.Commun.38 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, 20222201.01756↳ hep-phJCAP61 citations
Learning Langevin dynamics with QCD phase transition
Lingxiao Wang🇩🇪 · Lijia Jiang🇨🇳 · Kai Zhou🇩🇪
Aug 10, 20212108.03987nucl-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, 20212107.11012nucl-thPLB25 citations
An equation-of-state-meter for CBM using PointNet
Manjunath Omana Kuttan🇩🇪 · Kai Zhou🇩🇪 · Jan Steinheimer🇩🇪 · Andreas Redelbach🇩🇪 · Horst Stoecker🇩🇪
Jul 13, 20212107.05590↳ hep-phJHEP33 citations
Affiliations
own affiliationscollaboratorsvia INSPIRE
Shows only papers in the locally ingested corpus, matched through the INSPIRE author identity. This may not match the author's full publication record.