A thermodynamically consistent neural-network equation of state for QCD matter at finite temperature and conserved charges that matches known low-density results and extrapolates to high baryon densities for use in relativistic heavy-ion simulations.
Adzhymambetov, Neural Network Equation of State for Heavy-Ion Collisions,https://github.com/Musfer/ NNEoS(2026), gitHub repository
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Equation of State at High Baryon Densities from a Thermodynamically Informed Neural Network
A thermodynamically consistent neural-network equation of state for QCD matter at finite temperature and conserved charges that matches known low-density results and extrapolates to high baryon densities for use in relativistic heavy-ion simulations.