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浏览/检索结果: 共13条，第1-10条 帮助 已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择作者升序作者降序题名升序题名降序发表日期升序发表日期降序提交时间升序提交时间降序 Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design 期刊论文 NPJ COMPUTATIONAL MATERIALS, 2019, 卷号: 5 作者:  Lookman, Turab;  Balachandran, Prasanna V.;  Xue, Dezhen;  Yuan, Ruihao 收藏  |  浏览/下载：7/0  |  提交时间：2019/11/19 Importance of feature selection in machine learning and adaptive design for materials 其他 2018-01-01 作者:  Balachandran, Prasanna V.;  Xue, Dezhen;  Theiler, James;  Hogden, John;  Gubernatis, James E. 收藏  |  浏览/下载：4/0  |  提交时间：2019/11/19 Accelerated Discovery of Large Electrostrains in BaTiO3-Based Piezoelectrics Using Active Learning 期刊论文 ADVANCED MATERIALS, 2018, 卷号: 30 作者:  Yuan, Ruihao;  Liu, Zhen;  Balachandran, Prasanna V.;  Xue, Deqing;  Zhou, Yumei 收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26 active learning  electrostrain  machine learning  optimal experimental design  piezoelectric   Multi-objective Optimization for Materials Discovery via Adaptive Design 期刊论文 SCIENTIFIC REPORTS, 2018, 卷号: 8 作者:  Gopakumar, Abhijith M.;  Balachandran, Prasanna V.;  Xue, Dezhen;  Gubernatis, James E.;  Lookman, Turab 收藏  |  浏览/下载：3/0  |  提交时间：2019/11/26 Material descriptors for morphotropic phase boundary curvature in lead-free piezoelectrics 期刊论文 APPLIED PHYSICS LETTERS, 2017, 卷号: 111 作者:  Xue, Dezhen;  Balachandran, Prasanna V.;  Wu, Haijun;  Yuan, Ruihao;  Zhou, Yumei 收藏  |  浏览/下载：2/0  |  提交时间：2019/11/26 Optimal experimental design for materials discovery 期刊论文 COMPUTATIONAL MATERIALS SCIENCE, 2017, 卷号: 129, 页码: 311-322 作者:  Dehghannasiri, Roozbeh;  Xue, Dezhen;  Balachandran, Prasanna V.;  Yousefi, Mohammadmahdi R.;  Dalton, Lori A. 收藏  |  浏览/下载：2/0  |  提交时间：2019/11/26 Mean objective cost of uncertainty (MOCU)  Materials design  Optimal experimental design   Role of cadmium on the phase transitions and electrical properties of BaTiO3 ceramics 期刊论文 CERAMICS INTERNATIONAL, 2017, 卷号: 43, 页码: 1114-1120 作者:  Yuan, Ruihao;  Balachandran, Prasanna V.;  Xue, Deqing;  Zhou, Yumei;  Ding, Xiangdong 收藏  |  浏览/下载：3/0  |  提交时间：2019/11/26 MPB  Cd2+  Ceramics  Lead-free  Ferroelectric  Piezoelectric   Statistical inference and adaptive design for materials discovery 期刊论文 CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE, 2017, 卷号: 21, 页码: 121-128 作者:  Lookman, Turab;  Balachandran, Prasanna V.;  Xue, Dezhen;  Hogden, John;  Theiler, James 收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26 Statistical inference  Materials design  Adaptive learning  Experimental design   An informatics approach to transformation temperatures of NiTi-based shape memory alloys 期刊论文 ACTA MATERIALIA, 2017, 卷号: 125, 页码: 532-541 作者:  Xue, Dezhen;  Xue, Deqing;  Yuan, Ruihao;  Zhou, Yumei;  Balachandran, Prasanna V. 收藏  |  浏览/下载：2/0  |  提交时间：2019/11/26 Material informatics  Transformation temperature  Shape memory alloys  Regression  Machine learning   Accelerated search for BaTiO3-based piezoelectrics with vertical morphotropic phase boundary using Bayesian learning 期刊论文 PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 卷号: 113, 期号: [db:dc_citation_issue], 页码: 13301-13306 作者:  Xue, Dezhen;  Balachandran, Prasanna V.;  Yuan, Ruihao;  Hu, Tao;  Qian, Xiaoning 收藏  |  浏览/下载：2/0  |  提交时间：2019/12/02 materials informatics  Pb-free materials  piezoelectric materials  morphotropic phase boundary  Bayesian learning