3 papers
cond-mat.stat-mech2026
A generalized work theorem for stopped stochastic chemical reaction networks
Xiangting Li, Tom Chou
We establish a generalized work theorem for stochastic chemical reaction networks (CRNs). By using a compensated Poisson jump process, we identify a martingale structure in a gener…
cond-mat.stat-mech2024
Martingale properties of entropy production and a generalized work theorem with decoupled forward and backward processes
Xiangting Li, Tom Chou
By decoupling forward and backward stochastic trajectories, we construct a family of martingales and work theorems for both overdamped and underdamped Langevin dynamics. Our result…
stat.ML2024
An efficient Wasserstein-distance approach for reconstructing jump-diffusion processes using parameterized neural networks
Mingtao Xia, Xiangting Li, Qijing Shen +1
We analyze the Wasserstein distance (-distance) between two probability distributions associated with two multidimensional jump-diffusion processes. Specifically, we analyze a t…