关注
Journal of Materials Informatics
Journal of Materials Informatics
Journal of Materials Informatics (JMI) is an international peer-reviewed, open access, online
在 jmijournal.com 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Development of robust surfaces for harsh service environments from the perspective of phase formation and transformation
M Lou, K Xu, L Chen, C Hong, Y Yuan, Y Du, Y Du, K Chang
Journal of Materials Informatics 1 (1), 5, 2021
102021
Generative models for inverse design of inorganic solid materials
L Chen, W Zhang, Z Nie, S Li, F Pan
Journal of Materials Informatics 1 (1), 4, 2021
102021
Generative deep learning as a tool for inverse design of high-entropy refractory alloys
A Debnath, AM Krajewski, H Sun, S Lin, M Ahn, W Li, S Priya, J Singh, ...
Journal of Materials Informatics 1 (1), 4294, 2021
92021
Machine learning-guided design and development of metallic structural materials
J Yu, S Xi, S Pan, Y Wang, Q Peng, R Shi, C Wang, X Liu
Journal of Materials Informatics 1 (2), 9, 2021
52021
Boosting for concept design of casting aluminum alloys driven by combining computational thermodynamics and machine learning techniques
W Yi, G Liu, J Gao, L Zhang
Journal of Materials Informatics 1 (2), 11, 2021
42021
Big data-assisted digital twins for the smart design and manufacturing of advanced materials: from atoms to products
WY Wang, J Yin, Z Chai, X Chen, W Zhao, J Lu, F Sun, Q Jia, X Gao, ...
Journal of Materials Informatics 2 (1), 1, 2022
32022
Recent progress in the data-driven discovery of novel photovoltaic materials
T Lu, M Li, W Lu, TY Zhang
Journal of Materials Informatics 2 (2), 7, 2022
22022
Structure-property modeling scheme based on optimized microstructural information by two-point statistics and principal component analysis
X Hu, J Zhao, Y Chen, Y Wang, J Li, Q Wu, Z Wang, J Wang
Journal of Materials Informatics 2 (2), 5, 2022
22022
Taking materials dynamics to new extremes using machine learning interatomic potentials
Y Yang, L Zhao, CX Han, XD Ding, T Lookman, J Sun, HX Zong
Journal of Materials Informatics 1 (2), 10, 2021
22021
Informatics is fueling new materials discovery
TY Zhang, XJ Liu
Journal of Materials Informatics 1 (1), 6, 2021
22021
Integrating computational materials science and materials informatics for the modeling of phase stability
X Song, K Guo, H Lu, D Liu, F Tang
Journal of Materials Informatics 1 (1), 7, 2021
22021
Prediction of the atomic structure and thermoelectric performance for semiconducting Ge1Sb6Te10 from DFT calculations
ZS Yu Gan, Jian Zhou
Journal of Materials Informatics 1 (1), 2, 2021
22021
Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water
TYZ Bin Cao, Shuang Yang, Ankang Sun, Ziqiang Dong
Journal of Materials Informatics 2 (2), 4, 2022
12022
Accelerated development of hard high-entropy alloys with data-driven high-throughput experiments
Y Liu, J Wang, B Xiao, J Shu
Journal of Materials Informatics 2 (1), 3, 2022
12022
A critical review of the machine learning guided design of metallic glasses for superior glass-forming ability
Z Zhou, Y Shang, Y Yang
Journal of Materials Informatics 2 (1), 2, 2022
12022
A thermodynamic database of the Ni-Mo-Re system
XH Lei, W Liu, F Luo, XG Lu
Journal of Materials Informatics 2 (3), 11, 2022
2022
Accurate experimental band gap predictions with multifidelity correction learning
PP De Breuck, G Heymans, GM Rignanese
Journal of Materials Informatics 2 (3), 10, 2022
2022
High-cycle fatigue SN curve prediction of steels based on a transfer learning-guided convolutional neural network
X Wei, C Wang, Z Jia, W Xu
Journal of Materials Informatics 2 (3), 9, 2022
2022
Estimating the performance of a material in its service space via Bayesian active learning: a case study of the damping capacity of Mg alloys
DX Bofeng Shi, Yumei Zhou, Daqing Fang, Yuan Tian, Xiangdong Ding, Jun Sun ...
Journal of Materials Informatics 2 (2), 4986, 2022
2022
Giant rashba splitting of confined Te chains in nanotubes: the size-, chirality-, and type-effects of nanotubes
J Han, L Qi, C Ma, W Gao
Journal of Materials Informatics 2 (2), 6, 2022
2022
系统目前无法执行此操作,请稍后再试。
文章 1–20