PINNs for solving forward and inverse problems governed by stochastic-fractional PDEs

Optimization with learning-informed models and their applications in optimal control and inverse problems

Uniform Poincare inequalities and logarithmic Sobolev inequalities for mean field particle systems

Averaging principle and large deviation for multiple time-scale switching processes

度量空间回归的随机森林方法及理论

动力学的数据科学及因果推断

Variable Screening for Several Varying Coefficient Models with Ultrahigh-Dimensional Survival Data

Minimax rates for sparse signal detection under correlation

Torelli-type theorems for gravitational instantons

A Polynomial Algorithm for Best Subset Selection