A deep learning method for computing mean exit time excited by weak Gaussian noise

DOI10.1007/s11071-024-09280-wzbMath1539.68307MaRDI QIDQ6539426

Feng Zhao, Yang Li, Jin-qiao Duan, Shengyuan Xu, Xian-bin Liu

Publication date: 14 May 2024

Published in: Nonlinear Dynamics (Search for Journal in Brave)

zbMATH Keywords

rare eventsstochastic dynamical systemsdeep learninglarge deviation theorymean exit time

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Stochastic ordinary differential equations (aspects of stochastic analysis) (60H10) Large deviations (60F10)

This page was built for publication: A deep learning method for computing mean exit time excited by weak Gaussian noise