55 citations · 183 across the 12 of their papers we have counts for
4 papers · 1 filter
Non-equilibrium cumulants within model A from crossover to first-order phase transition side
Lijia Jiang, Jingyi Chao
We study the non-equilibrium cumulants of the chiral order parameter field (σ field) in different phase transition scenarios via Langevin dynamics. Cumulants up to fourth-order hav…
Learning Langevin dynamics with QCD phase transition
Lingxiao Wang, Lijia Jiang, Kai Zhou
In this proceeding, the deep Convolutional Neural Networks (CNNs) are deployed to recognize the order of QCD phase transition and predict the dynamical parameters in Langevin proce…
Deep learning stochastic processes with QCD phase transition
Lijia Jiang, Lingxiao Wang, Kai Zhou
It is non-trivial to recognize phase transitions and track dynamics inside a stochastic process because of its intrinsic stochasticity. In this paper, we employ the deep learning m…
Nonuniform-temperature effects on the phase transition in an Ising-like model
Jun-Hui Zheng, Lijia Jiang
In this study, we investigate the spatially nonuniform-temperature effects on the QCD chiral phase transition in the heavy-ion collisions. Since the QCD effective theory and the Is…