Exploring QCD matter in extreme conditions with Machine Learning

K Zhou, L Wang, LG Pang, S Shi - Progress in Particle and Nuclear Physics, 2023 - Elsevier
In recent years, machine learning has emerged as a powerful computational tool and novel
problem-solving perspective for physics, offering new avenues for studying strongly …

Polarization and vorticity in the quark–gluon plasma

F Becattini, MA Lisa - Annual Review of Nuclear and Particle …, 2020 - annualreviews.org
The quark–gluon plasma (QGP) produced by collisions between ultrarelativistic heavy
nuclei is well described in the language of hydrodynamics. Noncentral collisions are …

Shear-induced spin polarization in heavy-ion collisions

B Fu, SYF Liu, L Pang, H Song, Y Yin - Physical Review Letters, 2021 - APS
We study the spin polarization generated by the hydrodynamic gradients. In addition to the
widely studied thermal vorticity effects, we identify an undiscovered contribution from the …

Local polarization and isothermal local equilibrium in relativistic heavy ion collisions

F Becattini, M Buzzegoli, A Palermo, G Inghirami… - Physical Review Letters, 2021 - APS
We show that the inclusion of a recently found additional term of the spin polarization vector
at local equilibrium which is linear in the symmetrized gradients of the velocity field, and the …

Polarization of () Hyperons along the Beam Direction in Collisions at

J Adam, L Adamczyk, JR Adams, JK Adkins… - Physical review …, 2019 - APS
The Λ (Λ¯) hyperon polarization along the beam direction has been measured in Au+ Au
collisions at s NN= 200 GeV, for the first time in heavy-ion collisions. The polarization …

Parton distributions and lattice-QCD calculations: Toward 3D structure

M Constantinou, A Courtoy, MA Ebert… - Progress in Particle and …, 2021 - Elsevier
The strong force which binds hadrons is described by the theory of quantum
chromodynamics (QCD). Determining the character and manifestations of QCD is one of the …

Global -hyperon polarization in collisions at

MS Abdallah, BE Aboona, J Adam, L Adamczyk… - Physical Review C, 2021 - APS
Global hyperon polarization, P¯ H, in Au+ Au collisions over a large range of collision
energy, s NN, was recently measured and successfully reproduced by hydrodynamic and …

Spin polarization induced by the hydrodynamic gradients

SYF Liu, Y Yin - Journal of High Energy Physics, 2021 - Springer
A bstract We systematically analyze the effects of the derivatives of the hydrodynamic fields
on axial Wigner function that describes the spin polarization vector in phase space. We have …

Evidence of spin-orbital angular momentum interactions in relativistic heavy-ion collisions

S Acharya, D Adamová, A Adler, J Adolfsson… - Physical review …, 2020 - APS
The first evidence of spin alignment of vector mesons (K* 0 and ϕ) in heavy-ion collisions at
the Large Hadron Collider (LHC) is reported. The spin density matrix element ρ 00 is …

[HTML][HTML] The present and future of QCD

P Achenbach, D Adhikari, A Afanasev, F Afzal… - Nuclear Physics A, 2024 - Elsevier
Abstract This White Paper presents an overview of the current status and future perspective
of QCD research, based on the community inputs and scientific conclusions from the 2022 …