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Open AccessReview

Advances in Machine Learning Potentials for Mineral Physics at High Pressure and High Temperature

Lei Wan, Yunguo Li

2026, 1(1): 7. doi: 10.53941/aimat.2026.100007

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Open AccessReview

Driving Catalytic Innovation: The Development and Application of Machine Learning Force Fields

Xiaoyi Hu, Guanjie Wang, Cuilian Wen, Baisheng Sa

2026, 1(1): 5. doi: 10.53941/aimat.2026.100005

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Open AccessArticle

Supervised Machine Learning Assisted Development of Hybrid Solvation Model for Simulating Graphene-Water Interface

Jordan Clive Barker, William Wen, Yun Wang

2026, 1(1): 3. doi: 10.53941/aimat.2026.100003

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