Efficient alloy design of Sr-modified A356 alloys driven by computational thermodynamics and machine learning W Yi, G Liu, Z Lu, J Gao, L Zhang Journal of Materials Science & Technology 112, 277-290, 2022 | 36 | 2022 |
A machine learning accelerated distributed task management system (Malac-Distmas) and its application in high-throughput CALPHAD computations aiming at efficient alloy design J Gao, J Zhong, G Liu, S Yang, B Song, L Zhang, Z Liu Advanced Powder Materials, 2021 | 29 | 2021 |
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), 2021 | 25 | 2021 |
Optimization of casting means and heat treatment routines for improving mechanical and corrosion resistance properties of A356-0.54 Sc casting alloy G Liu, J Gao, C Che, Z Lu, W Yi, L Zhang Materials Today Communications 24, 101227, 2020 | 22 | 2020 |
Revisit the VEC criterion in high entropy alloys (HEAs) with high-throughput ab initio calculations: a case study with Al-Co-Cr-Fe-Ni system S Yang, G Liu, Y Zhong Journal of Alloys and Compounds 916, 165477, 2022 | 20 | 2022 |
Ab initio investigations on the electronic properties and stability of Cu-substituted lead apatite (LK-99) family with different doping concentrations (x= 0, 1, 2) S Yang, G Liu, Y Zhong Materials Today Communications 37, 107379, 2023 | 9 | 2023 |
A systematic ab initio study of vacancy formation energy, diffusivity, and ionic conductivity of Ln2NiO4+ δ (Ln= La, Nd, Pr) S Yang, G Liu, YL Lee, JM Bassat, J Gamon, A Villesuzanne, J Pietras, ... Journal of Power Sources 576, 233200, 2023 | 8 | 2023 |
Accelerated discovery of high-performance Al-Si-Mg-Sc casting alloys by integrating active learning with high-throughput CALPHAD calculations J Gao, J Zhong, G Liu, S Zhang, J Zhang, Z Liu, B Song, L Zhang Science and Technology of Advanced Materials 24 (1), 2196242, 2023 | 6 | 2023 |
High-Entropy Materials Design by Integrating the First-Principles Calculations and Machine Learning: a Case Study in the Al-Co-Cr-Fe-Ni System Y Zhong, G Liu, S Yang | | 2023 |