Articles
Articles
AI for Materials
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
11 Downloaded
28 Viewed
Open AccessReview
Let Materials Science Data Learn to Reason
Tongao Yao, Aoni Xu, Pengfei Ou, Weijie Yang
2026, 1(1): 4
25 Downloaded
70 Viewed
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
22 Downloaded
59 Viewed
Open AccessOpinion
Data Speaks: LLM-Enabled Evidence Auditing Resets the “Migration Barrier” Playbook for Solid-State Electrolytes
Limin Li, Kan Xu, Rui Su, Huan Gu, Piao Ma
2026, 1(1): 2
26 Downloaded
122 Viewed
Open AccessEditorial
Editorial for the Inaugural Issue of AI for Materials
Zongyou Yin
2026, 1(1): 1
46 Downloaded
119 Viewed
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