Solution of the Fokker–Planck Equation by Cross Approximation Method in the Tensor Train Format

We propose the novel numerical scheme for solution of the multidimensional Fokker–Planck equation, which is based on the Chebyshev interpolation and the spectral differentiation techniques as well as low rank tensor approximations, namely, the tensor train decomposition and the multidimensional cros...

Full description

Bibliographic Details
Main Authors: Andrei Chertkov, Ivan Oseledets
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.668215/full