Cover Image

Machine learning approach to QCD kinetic theory

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cabodevila, Sergio Barrera, Kurkela, Aleksi, Lindenbauer, Florian
Format:	Preprint
Published:	2025
Subjects:	High Energy Physics - Phenomenology Nuclear Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Solving the QCD effective kinetic theory with neural networks
by: Cabodevila, Sergio Barrera, et al.
Published: (2025)

Jet quenching parameter in QCD kinetic theory
by: Boguslavski, Kirill, et al.
Published: (2023)

Heavy quark diffusion coefficient in heavy-ion collisions via kinetic theory
by: Boguslavski, Kirill, et al.
Published: (2023)

Heavy quark momentum diffusion coefficient during hydrodynamization via effective kinetic theory
by: Boguslavski, Kirill, et al.
Published: (2023)

Soft-gluon exchange matters: isotropic screening in QCD kinetic theory
by: Boguslavski, Kirill, et al.
Published: (2024)

Limiting attractors in heavy-ion collisions
by: Boguslavski, Kirill, et al.
Published: (2023)

Jet momentum broadening during initial stages in heavy-ion collisions
by: Boguslavski, Kirill, et al.
Published: (2023)

Limiting attractors in heavy-ion collisions -- the interplay between bottom-up and hydrodynamic attractors
by: Boguslavski, Kirill, et al.
Published: (2024)

Jet momentum broadening beyond the jet quenching parameter from QCD kinetic theory
by: Altenburger, Alois, et al.
Published: (2025)

Nonequilibrium QCD in heavy-ion collisions: Kinetic theory and jet modifications during the initial stages
by: Lindenbauer, Florian
Published: (2025)

Minijet thermalization and jet transport coefficients in QCD kinetic theory
by: Boguslavski, Kirill, et al.
Published: (2025)

Gluon splitting rates in an anisotropic plasma in the AMY formalism
by: Lindenbauer, Florian
Published: (2025)

AMY Lorentz invariant parton cascade -- the thermal equilibrium case
by: Kurkela, Aleksi, et al.
Published: (2022)

Quark production and thermalization of the quark-gluon plasma
by: Cabodevila, Sergio Barrera, et al.
Published: (2023)

Quark production in the bottom-up thermalization
by: Cabodevila, Sergio Barrera, et al.
Published: (2025)

Updated Astrophysical Equation-of-State Constraints on the Color-Superconducting Gap
by: Kurkela, Aleksi, et al.
Published: (2025)

Astrophysical Equation-of-State Constraints on the Color-Superconducting Gap
by: Kurkela, Aleksi, et al.
Published: (2024)

Jet quenching in out-of-equilibrium QCD matter
by: Barata, João, et al.
Published: (2025)

Equation of state at neutron-star densities and beyond from perturbative QCD
by: Komoltsev, Oleg, et al.
Published: (2023)

NNNLO pressure of cold quark matter: leading logarithm
by: Gorda, Tyler, et al.
Published: (2018)

Estimate for the bulk viscosity of strongly coupled quark matter using perturbative QCD and holography
by: Rojas, Jesús Cruz, et al.
Published: (2024)

Jet broadening and radiation in the early anisotropic plasma in heavy-ion collisions
by: Altenburger, Alois, et al.
Published: (2025)

Pre-hydrodynamic jet momentum broadening beyond the jet quenching parameter
by: Altenburger, Alois, et al.
Published: (2025)

Constrained Gaussian-process bridge prior for neutron-star equation-of-state inference
by: Gorda, Tyler, et al.
Published: (2025)

Recent advances in perturbative QCD at high density
by: Navarrete, Pablo, et al.
Published: (2025)

Jet energy loss in anisotropic plasmas meets limiting attractors
by: Boguslavski, Kirill, et al.
Published: (2026)

Strongly interacting matter exhibits deconfined behavior in massive neutron stars
by: Annala, Eemeli, et al.
Published: (2023)

Particle-theory input for neutron-star physics
by: Vuorinen, Aleksi
Published: (2024)

Second-order chiral kinetic theory from Wigner function approach
by: Yang, Shi-Zheng, et al.
Published: (2024)

Listening to the long ringdown: A novel way to pinpoint the EOS in neutron-star cores
by: Ecker, Christian, et al.
Published: (2025)

Constraining the equation of state in neutron-star cores via the long-ringdown signal
by: Ecker, Christian, et al.
Published: (2024)

Analyzing the transport coefficients and observables of a rotating QGP medium in kinetic theory framework with a novel approach to the collision integral
by: Rath, Shubhalaxmi, et al.
Published: (2024)

QCD Masterclass Lectures on Jet Physics and Machine Learning
by: Larkoski, Andrew J.
Published: (2024)

Self-consistent constraints on the collision terms in quantum kinetic theory
by: Wu, Shi-Yuan, et al.
Published: (2024)

Heavy quark diffusion coefficient during hydrodynamization -- non-equilibrium vs. equilibrium
by: Boguslavski, Kirill, et al.
Published: (2023)

Non-Abelian chiral kinetic theory with self-consistent semiclassical expansion
by: Luo, Xiao-Li, et al.
Published: (2025)

New insights into the analytic structure of correlation functions via kinetic theory
by: Brants, Robbe
Published: (2024)

Cluster phenomena using few-body and Lattice QCD theories
by: Hiyama, E., et al.
Published: (2025)

Towards a bottom-up formulation of spin kinetic theory
by: Mo, Zonglin, et al.
Published: (2025)

Spin kinetic theory with a nonlocal relaxation time approximation
by: Weickgenannt, Nora, et al.
Published: (2024)