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Machine-learning model for prediction of martensitic transformation temperature in NiMnSn-based ferromagnetic shape memory alloys 期刊论文
COMPUTATIONAL MATERIALS SCIENCE, 2022, 卷号: 215, 页码: 7
作者:  Tian, Xiaohua;  Shi, Dingding;  Zhang, Kun;  Li, Hongxing;  Zhou, Liwen;  Ma, Tianyou;  Wang, Cheng;  Wen, Qinlong;  Tan, Changlong
收藏  |  浏览/下载：72/0  |  提交时间：2023/05/09
Ferromagnetic shape memory alloys  Martensitic transformation temperature  Machine learning  NiMnSn-based alloys  XGBRegressor  
Screening for shape memory alloys with narrow thermal hysteresis using combined XGBoost and DFT calculation 期刊论文
COMPUTATIONAL MATERIALS SCIENCE, 2022, 卷号: 211, 页码: 7
作者:  Tian, Xiaohua;  Zhou, Liwen;  Zhang, Kun;  Zhao, Qiu;  Li, Hongxing;  Shi, Dingding;  Ma, Tianyou;  Wang, Cheng;  Wen, Qinlong;  Tan, Changlong
收藏  |  浏览/下载：122/0  |  提交时间：2022/07/14
Thermal hysteresis  NiTi shape memory alloys  Machine learning  XGBoost  First-principles calculations  
Accelerated design for elastocaloric performance in NiTi-based alloys through machine learning 期刊论文
JOURNAL OF APPLIED PHYSICS, 2022, 卷号: 131, 期号: 1, 页码: 10
作者:  Tian, Xiaohua;  Zhao, Qiu;  Zhang, Kun;  Li, Hongxing;  Han, Binglun;  Shi, Dingding;  Zhou, Liwen;  Ma, Tianyou;  Wang, Cheng;  Wen, Qinlong;  Tan, Changlong
收藏  |  浏览/下载：144/0  |  提交时间：2022/07/01