Materials discovery and design using machine learningYue Liu, Siqi Shi, Tianlu Zhao et al.|Journal of Materiomics|2017Cited by 1.2k
Machine learning assisted materials design and discovery for rechargeable batteriesYue Liu, Siqi Shi, Biru Guo et al.|Energy storage materials|2020Cited by 445
Generative artificial intelligence and its applications in materials science: Current situation and future perspectivesYue Liu, Siqi Shi, Zhengwei Yang et al.|Journal of Materiomics|2023Cited by 264
Predicting creep rupture life of Ni-based single crystal superalloys using divide-and-conquer approach based machine learningYue Liu, Tao Yu, Junming Wu et al.|Acta Materialia|2020Cited by 256
Data quantity governance for machine learning in materials scienceYue Liu, Siqi Shi, Maxim Avdeev et al.|National Science Review|2023Cited by 184