A Preliminary Study on the Resolution of Electro-Thermal Multi-Physics Coupling Problem Using Physics-Informed Neural Network (PINN)

The problem of electro-thermal coupling is widely present in the integrated circuit (IC). The accuracy and efficiency of traditional solution methods, such as the finite element method (FEM), are tightly related to the quality and density of mesh construction. Recently, PINN (physics-informed neural...

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Bibliographic Details
Main Authors: Yaoyao Ma, Xiaoyu Xu, Shuai Yan, Zhuoxiang Ren
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/2/53