2 papers
physics.chem-ph2025
Extending ring polymer molecular dynamics rate theory to reactions with non-separable reactants
Chen Li, Liang Zhang, Bin Jiang +1
The ring polymer molecular dynamics (RPMD) rate theory is an efficient and accurate method for estimating rate coefficients of chemical reactions affected by nuclear quantum effect…
cs.LG2024
DynamicLight: Two-Stage Dynamic Traffic Signal Timing
Liang Zhang, Yutong Zhang, Shubin Xie +2
Reinforcement learning (RL) is gaining popularity as an effective approach for traffic signal control (TSC) and is increasingly applied in this domain. However, most existing RL me…