Extracting Stochastic Governing Laws by Nonlocal Kramers-Moyal Formulas

28 August 2021

Papers citing "Extracting Stochastic Governing Laws by Nonlocal Kramers-Moyal Formulas"

6 / 6 papers shown

Title
An evolutionary approach for discovering non-Gaussian stochastic dynamical systems based on nonlocal Kramers-Moyal formulas Yang Li Shengyuan Xu Jinqiao Duan 21 0 0 29 Sep 2024
Reservoir Computing with Error Correction: Long-term Behaviors of Stochastic Dynamical Systems Cheng Fang Yubin Lu Ting Gao Jinqiao Duan 33 4 0 01 May 2023
Drift Identification for Lévy alpha-Stable Stochastic Systems Harish S. Bhat 29 1 0 06 Dec 2022
Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal Particles N. Evangelou Felix Dietrich J. M. Bello-Rivas Alex J Yeh Rachel Stein M. Bevan Ioannis G. Kevekidis DiffM 26 5 0 30 Apr 2022
An end-to-end deep learning approach for extracting stochastic dynamical systems with $α$ -stable Lévy noise Cheng Fang Yubin Lu Ting Gao Jinqiao Duan 52 16 0 31 Jan 2022
Extracting stochastic dynamical systems with $α$ -stable Lévy noise from data Yang Li Yubin Lu Shengyuan Xu Jinqiao Duan 10 14 0 30 Sep 2021