254 citations · 2.1k across the 60 of their papers we have counts for
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Automatic differentiation approach for reconstructing spectral functions with neural networks
Lingxiao Wang, Shuzhe Shi, Kai Zhou
Reconstructing spectral functions from Euclidean Green's functions is an important inverse problem in physics. The prior knowledge for specific physical systems routinely offers es…
Reconstructing spectral functions via automatic differentiation
Lingxiao Wang, Shuzhe Shi, Kai Zhou
Reconstructing spectral functions from Euclidean Green's functions is an important inverse problem in many-body physics. However, the inversion is proved to be ill-posed in the rea…
Utilization of Event Shape in Search of the Chiral Magnetic Effect in Heavy-ion Collisions
Ryan Milton, Gang Wang, Maria Sergeeva +3
The search for the chiral magnetic effect (CME) has been a subject of great interest in the field of high-energy heavy-ion collision physics, and various observables have been prop…
The BEST framework for the search for the QCD critical point and the chiral magnetic effect
Xin An, Marcus Bluhm, Lipei Du +40
The Beam Energy Scan Theory (BEST) Collaboration was formed with the goal of providing a theoretical framework for analyzing data from the Beam Energy Scan (BES) program at the rel…
Accessing Topological Fluctuations of Gauge Fields with Chiral Magnetic Effect
Anping Huang, Shuzhe Shi, Shu Lin +2
Gauge fields provide the fundamental interactions in the Standard Model of particle physics. Gauge field configurations with nontrivial topological windings are known to play cruci…
Heavy quark potential in quark-gluon Plasma: Deep neural network meets lattice quantum chromodynamics
Shuzhe Shi, Kai Zhou, Jiaxing Zhao +2
Bottomonium states are key probes for experimental studies of the quark-gluon plasma (QGP) created in high-energy nuclear collisions. Theoretical models of bottomonium productions…
Investigation of Experimental Observables in Search of the Chiral Magnetic Effect in Heavy-ion Collisions in the STAR experiment
Subikash Choudhury, Xin Dong, Jim Drachenberg +27
The chiral magnetic effect (CME) is a novel transport phenomenon, arising from the interplay between quantum anomalies and strong magnetic fields in chiral systems. In high-energy…