Deep learning surrogate model for kinetic Landau-fluid closure with collision

In this work, the kinetic Landau-fluid (LF) closure with collision and periodic boundary condition is used in the development of the deep learning (DL) surrogate model. A classical neural network, namely, feedforward neural network or sometimes termed multilayer perceptron, is constructed and traine...

Full description

Bibliographic Details
Main Authors: Libo Wang, X. Q. Xu, Ben Zhu, Chenhao Ma, Yi-an Lei
Format: Article
Language:English
Published: AIP Publishing LLC 2020-07-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0010917