Solving the inverse problem of time independent Fokker–Planck equation with a self supervised neural network method

The Fokker–Planck equation (FPE) has been used in many important applications to study stochastic processes with the evolution of the probability density function (pdf). Previous studies on FPE mainly focus on solving the forward problem which is to predict the time-evolution of the pdf from the und...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Wei, Kou, Connie Khor Li, Park, Kun Hee, Lee, Hwee Kuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324819/
https://www.ncbi.nlm.nih.gov/pubmed/34330934
http://dx.doi.org/10.1038/s41598-021-94712-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324819/
https://www.ncbi.nlm.nih.gov/pubmed/34330934
http://dx.doi.org/10.1038/s41598-021-94712-5

Ejemplares similares