{"title":"Parametric POD-Galerkin model order reduction with a greedy algorithm for the time-domain Maxwell's equations","authors":"Kun Li, Tingzhu Huang, Liang Li, S. Lanteri","doi":"10.23919/ACES48530.2019.9060734","DOIUrl":null,"url":null,"abstract":"In this work we report a parametric reduced order model (ROM) based on the proper orthogonal decomposition (POD) method with Galerkin projection for solving the system of time-domain Maxwell's equations. In particular, we introduce a residual-based estimation of the error associated with the ROM. Moreover, a greedy algorithm for the snapshot selection in the parameter space is developed. We investigate the behavior of the parametric POD-Galerkin ROM by considering the scattering of a plane wave by a 2-D multi-layer heterogeneous medium.","PeriodicalId":247909,"journal":{"name":"2019 International Applied Computational Electromagnetics Society Symposium - China (ACES)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Applied Computational Electromagnetics Society Symposium - China (ACES)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/ACES48530.2019.9060734","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
In this work we report a parametric reduced order model (ROM) based on the proper orthogonal decomposition (POD) method with Galerkin projection for solving the system of time-domain Maxwell's equations. In particular, we introduce a residual-based estimation of the error associated with the ROM. Moreover, a greedy algorithm for the snapshot selection in the parameter space is developed. We investigate the behavior of the parametric POD-Galerkin ROM by considering the scattering of a plane wave by a 2-D multi-layer heterogeneous medium.