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Article
Bayesian analysis of nuclear equation of state at high baryon density
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Article
Open AccessDeep learning assisted jet tomography for the study of Mach cones in QGP
Mach cones are expected to form in the expanding quark-gluon plasma (QGP) when energetic quarks and gluons traverse the hot medium at a velocity faster than the speed of sound in high-energy heavy-ion collisio...
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Article
Open AccessHigh-energy nuclear physics meets machine learning
Although seemingly disparate, high-energy nuclear physics (HENP) and machine learning (ML) have begun to merge in the last few years, yielding interesting results. It is worthy to raise the profile of utilizin...
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Article
Open AccessIdentifying the nature of the QCD transition in relativistic collision of heavy nuclei with deep learning
Using deep convolutional neural network (CNN), the nature of the QCD transition can be identified from the final-state pion spectra from hybrid model simulations of heavy-ion collisions that combines a viscous...
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Chapter and Conference Paper
Light Nuclei Production in Ultra-Relativistic Heavy Ion Collisions
We briefly overview the motivations of recent studies of light production in ultra-relativistic heavy ion : anti-nuclei in space, and search for the critical point of the strongly-interacting matter. Then w...
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Article
Open AccessA machine learning study to identify spinodal clum** in high energy nuclear collisions
The coordinate and momentum space configurations of the net baryon number in heavy ion collisions that undergo spinodal decomposition, due to a first-order phase transition, are investigated using state-of-the...
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Article
Open AccessAn equation-of-state-meter of quantum chromodynamics transition from deep learning
A primordial state of matter consisting of free quarks and gluons that existed in the early universe a few microseconds after the Big Bang is also expected to form in high-energy heavy-ion collisions. Determin...
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Article
Decorrelation of anisotropic flow along the longitudinal direction
The initial energy density distribution and fluctuations in the transverse direction lead to anisotropic flow of final hadrons through collective expansion in high-energy heavy-ion collisions. Fluctuations alo...
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Article
Physics perspectives of heavy-ion collisions at very high energy
Heavy-ion collisions at very high colliding energies are expected to produce a quark-gluon plasma (QGP) at the highest temperature obtainable in a laboratory setting. Experimental studies of these reactions ca...
