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hcp ? ? phase transition mechanisms in shocked zirconium: A machine learning based atomic simulation study 期刊论文
Acta Materialia, 2019, 卷号: 162, 页码: 126-135
作者:  Zong, Hongxiang;  Luo, Yufei;  Ding, Xiangdong;  Lookman, Turab;  Ackland, Graeme J.
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/19
The Search for BaTiO3-Based Piezoelectrics With Large Piezoelectric Coefficient Using Machine Learning 期刊论文
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2019, 卷号: 66, 页码: 394-401
作者:  Yuan, Ruihao;  Xue, Deqing;  Xue, Dezhen;  Zhou, Yumei;  Ding, Xiangdong
收藏  |  浏览/下载：53/0  |  提交时间：2019/11/19
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
Machine learning assisted design of high entropy alloys with desired property 期刊论文
2019, 卷号: 170, 页码: 109
作者:  Wen, Cheng[1,2,3];  Zhang, Yan[1,2];  Wang, Changxin[1,2];  Xue, Dezhen[4];  Bai, Yang[1,2]
收藏  |  浏览/下载：10/0  |  提交时间：2019/12/26
Preface 期刊论文
Springer Series in Materials Science, 2018, 卷号: 275, 页码: v-vii
作者:  Lookman, Turab;  Ren, Xiaobing
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/19
Discrete Pseudo spin and continuum models for strain glass 其他
2018-01-01
作者:  Xue, Dezhen;  Lookman, Turab
收藏  |  浏览/下载：3/0  |  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
Developing an interatomic potential for martensitic phase transformations in zirconium by machine learning 期刊论文
npj Computational Materials, 2018, 卷号: 4
作者:  Zong, Hongxiang;  Pilania, Ghanshyam;  Ding, Xiangdong;  Ackland, Graeme J.;  Lookman, Turab
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
Origin of large electrostrain in Sn4+ doped Ba(Zr0.2Ti0.8)O-3-x(Ba0.7Ca0.3)TiO3 ceramics 期刊论文
ACTA MATERIALIA, 2018, 卷号: 157, 页码: 155-164
作者:  Liu, Zhen;  Yuan, Ruihao;  Xue, Dezhen;  Cao, Wenwu;  Lookman, Turab
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
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

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