Inductive Determination of Rate-Reaction Equation Parameters for Dislocation Structure Formation Using Artificial Neural Network

Inductive Determination of Rate-Reaction Equation Parameters for Dislocation Structure Formation Using Artificial Neural Network

The reaction–diffusion equation approach, which solves differential equations of the development of density distributions of mobile and immobile dislocations under mutual interactions, is a method widely used to model the dislocation structure formation. A challenge in the approach is the difficulty...

Full description

Bibliographic Details
Main Authors: Yoshitaka Umeno, Emi Kawai, Atsushi Kubo, Hiroyuki Shima, Takashi Sumigawa
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Materials
Subjects:
reaction–diffusion model
dislocation structure
fatigue
artificial neural network
multiscale simulation
machine learning
Online Access:https://www.mdpi.com/1996-1944/16/5/2108

Internet

https://www.mdpi.com/1996-1944/16/5/2108

Similar Items