Deep learning for thermal plasma simulation: Solving 1-D arc model as an example

• Published in: Computer physics communications Vol. 257; p. 107496
• Main Authors: Zhong, Linlin, Gu, Qi, Wu, Bingyu
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.12.2020
• Subjects: Arc plasma modeling; Deep learning; Deep neural networks; Partial differential equations; Thermal plasma simulation; Deep learning; Deep neural networks; Partial differential equations; Arc plasma modeling; Thermal plasma simulation

Numerical modeling is an essential approach to understanding the behavior of thermal plasmas in various industrial applications. We propose a deep learning method for solving the partial differential equations in thermal plasma models. In this method a deep feed-forward neural network is constructed...