2 papers
stat.AP2025
Yau-YauAL: A computer tool for solving nonlinear filtering problems
Yu Wang, Shuyuan Xu, Xueda Wei +4
The Yau-Yau nonlinear filter has increasingly emerged as a powerful tool to study stochastic complex systems. To leverage it to a wider spectrum of application scenarios, we pack t…
cs.LG2024
Estimating unknown parameters in differential equations with a reinforcement learning based PSO method
Wenkui Sun, Xiaoya Fan, Lijuan Jia +4
Differential equations offer a foundational yet powerful framework for modeling interactions within complex dynamic systems and are widely applied across numerous scientific fields…