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Machine Learning Model for Predicting the Critical Transition Temperature of Hydride Superconductors 期刊论文
ACTA METALLURGICA SINICA, 2024, 卷号: 60, 期号: 10, 页码: 1418-1428
作者:  Zhao, Jinbin;  Wang, Jiantao;  He, Dongchang;  Li, Junlin;  Sun, Yan;  Chen, Xing-Qiu;  Liu, Peitao
收藏  |  浏览/下载：3/0  |  提交时间：2025/04/27
hydride superconductor  superconducting transition temperature  machine learning  random forest  first-principles calculation  
Layer-by-layer phase transformation in Ti3O5 revealed by machine-learning molecular dynamics simulations 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 10
作者:  Liu, Mingfeng;  Wang, Jiantao;  Hu, Junwei;  Liu, Peitao;  Niu, Haiyang;  Yan, Xuexi;  Li, Jiangxu;  Yan, Haile;  Yang, Bo;  Sun, Yan;  Chen, Chunlin;  Kresse, Georg;  Zuo, Liang;  Chen, Xing-Qiu
收藏  |  浏览/下载：2/0  |  提交时间：2025/04/27
Symmetry breaking induced insulating electronic state in Pb9Cu(PO4)6O 期刊论文
PHYSICAL REVIEW B, 2023, 卷号: 108, 期号: 16, 页码: 6
作者:  Liu, Jiaxi;  Yu, Tianye;  Li, Jiangxu;  Wang, Jiantao;  Lai, Junwen;  Sun, Yan;  Chen, Xing-Qiu;  Liu, Peitao
收藏  |  浏览/下载：8/0  |  提交时间：2024/01/07
Hardness and fracture toughness models by symbolic regression 期刊论文
EUROPEAN PHYSICAL JOURNAL PLUS, 2023, 卷号: 138, 期号: 7, 页码: 19
作者:  Zhao, Jinbin;  Liu, Peitao;  Wang, Jiantao;  Li, Jiangxu;  Niu, Haiyang;  Sun, Yan;  Li, Junlin;  Chen, Xing-Qiu
收藏  |  浏览/下载：9/0  |  提交时间：2024/01/08
Combining Machine Learning and Many-Body Calculations: Coverage-Dependent Adsorption of CO on Rh(111) 期刊论文
PHYSICAL REVIEW LETTERS, 2023, 卷号: 130, 期号: 130, 页码: 6
作者:  Liu, Peitao;  Wang, Jiantao;  Avargues, Noah;  Verdi, Carla;  Singraber, Andreas;  Karsai, Ferenc;  Chen, Xing-Qiu;  Kresse, Georg
收藏  |  浏览/下载：10/0  |  提交时间：2024/01/07