材料设计中的多保真高斯过程和贝叶斯优化:在三元随机合金中的应用。

{"title":"材料设计中的多保真高斯过程和贝叶斯优化:在三元随机合金中的应用。","authors":"Anh Tran, Julien Tranchida","doi":"10.2172/1898471","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":287893,"journal":{"name":"Proposed for presentation at the Psi-k Workshop 2021: Machine learning interatomic potentials - Young researchers's tutorial held November 15-18, 2021 in Virtual, Virtual","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-fidelity Gaussian process and Bayesian optimization for materials design: Application to ternary random alloys.\",\"authors\":\"Anh Tran, Julien Tranchida\",\"doi\":\"10.2172/1898471\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":287893,\"journal\":{\"name\":\"Proposed for presentation at the Psi-k Workshop 2021: Machine learning interatomic potentials - Young researchers's tutorial held November 15-18, 2021 in Virtual, Virtual\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proposed for presentation at the Psi-k Workshop 2021: Machine learning interatomic potentials - Young researchers's tutorial held November 15-18, 2021 in Virtual, Virtual\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2172/1898471\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proposed for presentation at the Psi-k Workshop 2021: Machine learning interatomic potentials - Young researchers's tutorial held November 15-18, 2021 in Virtual, Virtual","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2172/1898471","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}