{"title":"Physics-Informed Neural Networks For the Solution of Electromagnetic Scattering by Integral Equations","authors":"Jun-Bo Zhang, Da-Miao Yu, Xiao-Min Pan","doi":"10.1109/ACES-China56081.2022.10065316","DOIUrl":null,"url":null,"abstract":"The physics-informed neural network approach is applied to the integral equation to solve 2D electromagnetic scattering problems. Numerical results indicate that the integral equation can be accurately solved by a simple FCN with the PINN.","PeriodicalId":293734,"journal":{"name":"2022 International Applied Computational Electromagnetics Society Symposium (ACES-China)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Applied Computational Electromagnetics Society Symposium (ACES-China)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ACES-China56081.2022.10065316","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The physics-informed neural network approach is applied to the integral equation to solve 2D electromagnetic scattering problems. Numerical results indicate that the integral equation can be accurately solved by a simple FCN with the PINN.
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