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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
Authors:  Tian, Xiaohua;  Shi, Dingding;  Zhang, Kun;  Li, Hongxing;  Zhou, Liwen;  Ma, Tianyou;  Wang, Cheng;  Wen, Qinlong;  Tan, Changlong
Favorite  |  View/Download：25/0  |  Submit date：2023/05/09
Ferromagnetic shape memory alloys  Martensitic transformation temperature  Machine learning  NiMnSn-based alloys  XGBRegressor  
Strain Engineering in Ni-Co-Mn-Sn Magnetic Shape Memory Alloys: Influence on the Magnetic Properties and Martensitic Transformation 期刊论文
MATERIALS, 2022, 卷号: 15, 期号: 17, 页码: 14
Authors:  Xia, Qinhan;  Tan, Changlong;  Han, Binglun;  Tian, Xiaohua;  Zhao, Lei;  Zhao, Wenbin;  Ma, Tianyou;  Wang, Cheng;  Zhang, Kun
Favorite  |  View/Download：168/0  |  Submit date：2022/10/08
martensitic transformation  ferromagnetic shape memory alloys  first-principal calculations  Ni-Co-Mn-Sn  strain engineering  
Dynamic control and increase of working temperature range in Ni-Mn-In-Co MCE materials by hydrostatic pressure or biaxial stress 期刊论文
MATERIALS TODAY COMMUNICATIONS, 2022, 卷号: 32, 页码: 8
Authors:  Ma, Tianyou;  Zhang, Kun;  Han, Binglun;  Zhao, Lei;  Zhao, Wenbin;  Wang, Cheng;  Tian, Xiaohua;  Tan, Changlong
Favorite  |  View/Download：92/0  |  Submit date：2022/09/16
Martensitic transformation  Magnetic shape memory alloy  First Principle Calculations  Ni-Mn-In-Co  alloys  
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
Authors:  Tian, Xiaohua;  Zhou, Liwen;  Zhang, Kun;  Zhao, Qiu;  Li, Hongxing;  Shi, Dingding;  Ma, Tianyou;  Wang, Cheng;  Wen, Qinlong;  Tan, Changlong
Favorite  |  View/Download：56/0  |  Submit date：2022/07/14
Thermal hysteresis  NiTi shape memory alloys  Machine learning  XGBoost  First-principles calculations  
Simultaneous improvement of magnetic-field-induced working temperature and mechanical properties in Ni-Mn-In shape memory alloy 期刊论文
AIP ADVANCES, 2022, 卷号: 12, 期号: 6, 页码: 8
Authors:  Ma, Tianyou;  Zhang, Kun;  Han, Binglun;  Zhao, Lei;  Zhao, Wenbin;  Wang, Cheng;  Liu, Rui;  Tian, Xiaohua;  Tan, Changlong
Favorite  |  View/Download：50/0  |  Submit date：2022/07/14
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
Authors:  Tian, Xiaohua;  Zhao, Qiu;  Zhang, Kun;  Li, Hongxing;  Han, Binglun;  Shi, Dingding;  Zhou, Liwen;  Ma, Tianyou;  Wang, Cheng;  Wen, Qinlong;  Tan, Changlong
Favorite  |  View/Download：89/0  |  Submit date：2022/07/01