{"title":"SEISMIC RAY TRACING USING ANN-BASED EIKONAL SOLVER","authors":"N. N. Shilov, S. Grubas, A. Duchkov","doi":"10.25205/978-5-4437-1251-2-87-90","DOIUrl":null,"url":null,"abstract":"In this work we investigate the potential of seismic ray tracing based on the seismic travel-time field (i.e., solution of the eikonal equation) computed using artificial neural networks and conventional finite-differences. In a series of numerical tests, we show that the network-based eikonal solver requires considerably less dense computational grid than the finite-difference method.","PeriodicalId":203470,"journal":{"name":"Trofimuk Readings - 2021: Proceedings of the All-Russian Youth Scientific Conference with the Participation of Foreign Scientists","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Trofimuk Readings - 2021: Proceedings of the All-Russian Youth Scientific Conference with the Participation of Foreign Scientists","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.25205/978-5-4437-1251-2-87-90","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 investigate the potential of seismic ray tracing based on the seismic travel-time field (i.e., solution of the eikonal equation) computed using artificial neural networks and conventional finite-differences. In a series of numerical tests, we show that the network-based eikonal solver requires considerably less dense computational grid than the finite-difference method.