Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network. - Jiayue Han; Zhiqiang Cai 004; Zhiyou Wu; Xiang Zhou 001 (IEEE Big Data, 2022)

Learn Quasi-Stationary Distributions of Finite State Markov Chain. - Zhiqiang Cai 004; Ling Lin 002; Xiang Zhou 001 (Entropy, 2022)

Weak Generative Sampler to Efficiently Sample Invariant Distribution of Stochastic Differential Equation. - Zhiqiang Cai 004; Yu Cao 005; Yuanfei Huang; Xiang Zhou 001 (CoRR, 2024)