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Accurate structural descriptor enabled screening for nitrogen and oxygen vacancy codoped TiO2 with a large bandgap narrowing 期刊论文
JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY, 2022, 卷号: 122, 页码: 84-90
Authors:  Zhang, Kangyu;  Yin, Lichang;  Liu, Gang;  Cheng, Hui-Ming
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Structural descriptor  Bandgap narrowing  Doping  Machine learning  Density functional theory  TiO2  
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
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Thermal hysteresis  NiTi shape memory alloys  Machine learning  XGBoost  First-principles calculations  
Accelerated Design of High gamma ' Solvus Temperature and Yield Strength Cobalt-Based Superalloy Based on Machine Learning and Phase Diagram 期刊论文
FRONTIERS IN MATERIALS, 2022, 卷号: 9, 页码: 9
Authors:  Wang, Cuiping;  Chen, Xin;  Chen, Yuechao;  Yu, Jinxin;  Cai, Wensu;  Chen, Zhongfeng;  Yu, Xiang;  Li, Yingju;  Yang, Yuansheng;  Liu, Xingjun
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machine learning  new cobalt-based superalloys  high strength  high gamma ' solvus temperature  high gamma ' phase stability  
Phase transitions of zirconia: Machine-learned force fields beyond density functional theory 期刊论文
PHYSICAL REVIEW B, 2022, 卷号: 105, 期号: 6, 页码: 6
Authors:  Liu, Peitao;  Verdi, Carla;  Karsai, Ferenc;  Kresse, Georg
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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
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Machine Learning Derived Blueprint for Rational Design of the Effective Single-Atom Cathode Catalyst of the Lithium-Sulfur Battery 期刊论文
JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 2021, 卷号: 12, 期号: 29, 页码: 7053-7059
Authors:  Lian, Zan;  Yang, Min;  Jan, Faheem;  Li, Bo
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High-throughput screening and machine learning for the efficient growth of high-quality single-wall carbon nanotubes 期刊论文
NANO RESEARCH, 2021, 页码: 6
Authors:  Ji, Zhong-Hai;  Zhang, Lili;  Tang, Dai-Ming;  Chen, Chien-Ming;  Nordling, Torbjorn E. M.;  Zhang, Zheng-De;  Ren, Cui-Lan;  Da, Bo;  Li, Xin;  Guo, Shu-Yu;  Liu, Chang;  Cheng, Hui-Ming
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single-wall carbon nanotube  high throughput  machine learning  optimization  chemical vapor deposition  
High-throughput screening and machine learning for the efficient growth of high-quality single-wall carbon nanotubes 期刊论文
NANO RESEARCH, 2021, 页码: 6
Authors:  Ji, Zhong-Hai;  Zhang, Lili;  Tang, Dai-Ming;  Chen, Chien-Ming;  Nordling, Torbjorn E. M.;  Zhang, Zheng-De;  Ren, Cui-Lan;  Da, Bo;  Li, Xin;  Guo, Shu-Yu;  Liu, Chang;  Cheng, Hui-Ming
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single-wall carbon nanotube  high throughput  machine learning  optimization  chemical vapor deposition  
Pore-affected fatigue life scattering and prediction of additively manufactured Inconel 718: An investigation based on miniature specimen testing and machine learning approach 期刊论文
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 2021, 卷号: 802, 页码: 11
Authors:  Luo, Y. W.;  Zhang, B.;  Feng, X.;  Song, Z. M.;  Qi, X. B.;  Li, C. P.;  Chen, G. F.;  Zhang, G. P.
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Selective laser melting  Pore feature  Fatigue life  Statistical analysis  Machine learning  
Integrating data mining and machine learning to discover high-strength ductile titanium alloys 期刊论文
ACTA MATERIALIA, 2021, 卷号: 202, 页码: 211-221
Authors:  Zou, Chengxiong;  Li, Jinshan;  Wang, William Yi;  Zhang, Ying;  Lin, Deye;  Yuan, Ruihao;  Wang, Xiaodan;  Tang, Bin;  Wang, Jun;  Gao, Xingyu;  Kou, Hongchao;  Hui, Xidong;  Zeng, Xiaoqin;  Qian, Ma;  Song, Haifeng;  Liu, Zi-Kui;  Xu, Dongsheng
Favorite  |  View/Download：96/0  |  Submit date：2021/03/15
High-throughput calculation  Machine learning  Electron work function  Similar atomic environment  Bonding charge density