About This Journal
Special Issues
AI-Bridged New Materials for Batteries and Fuel Cells
Special Issue Editor:   Zhipeng Li, Jiayu Wan, Duanyun Cao, Haibin Zhang, Hongkuan Yuan, Yan Zhao
Submission Deadline:  18 December 2025
Intelligent Additive Manufacturing
Special Issue Editor:   Giulio Mattera, Jinyang Xu
Submission Deadline:  01 March 2026
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Latest Articles
Catalytic applications of 2D materials aided by machine learning
ReviewOPEN ACCESS
Chenchen Qi, Wenwei Wang, Kexin Lv, Dongyang Li, Yameng Liu, Pengfei Yu, Juhong Yu, Yong Liu, Yangyang Song, Liang Zhang, Shiyu Du
DOI: 10.55092/aimat20250014
Published: 27 Oct, 2025
Crystallographic insights into the hydrogen barrier mechanism of polyethylene furanoate (PEF) for high-pressure storage applications: comparison with polyamide 6 and polyethylene
ArticleOPEN ACCESS
Zhen Liu, Yaolin Guo, Bin Gu, Nianxiang Qiu, Xiaojing Bai, Yifan Li, Zheyu Hu, Muhammad Adnan, Yajie Zhang
DOI: 10.55092/aimat20250013
Published: 18 Sep, 2025
Machine learning in research and development of advanced nuclear materials: a systematic review for continuum-scale modelling
ReviewOPEN ACCESS
Chaoyue Jin, Shurong Ding
DOI: 10.55092/aimat20250012
Published: 21 Aug, 2025
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Editor's Choice
Electronic structure and nuclear-environment applications of MAX phases: a theoretical perspective
ReviewOPEN ACCESS
Yanmei Chen, Shijun Zhao, Yiming Zhang, Yalin Li, Xinlei Gu, Ke Chen, Jianming Xue, Qing Huang
DOI: 10.55092/aimat20250008
Published: 31 Mar, 2025
Integrating AI and material science: MXene synthesis, preparation, and applications
ReviewOPEN ACCESS
Kexin Lv, Hengcheng Wan, Chenchen Qi, Wenwei Wang, Xiang Liu, Lei Zhang, Hongsen Wei, Hongjie Zhu, Yumo Wang, Juhong Yu, Shiyu Du
DOI: 10.55092/aimat20250004
Published: 21 Jan, 2025
Data-efficient and interpretable inverse materials design using a disentangled variational autoencoder
ArticleOPEN ACCESS
Cheng Zeng, Zulqarnain Khan, Nathan Post
DOI: 10.55092/aimat20250002
Published: 17 Dec, 2024
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Top Downloaded
Research progress on SiCf/SiC composites and their cladding components
ReviewOPEN ACCESS
Liangliang Shen, Xiulun Li, Yi Zhang, Weidong Yan, Yufeng Dai, Hongyin Li, Jian Xu
DOI: 10.55092/aimat20250001
Published: 29 Nov, 2024
Applications of artificial intelligence in materials research for fuel cells
ReviewOPEN ACCESS
Hong Liu, Heming Guo, Zibo Gao, Hetong Pan, Junhao Zhen, Jiajun Linghu, Zhipeng Li
DOI: 10.55092/aimat20250003
Published: 15 Jan, 2025
Materials discovery through reinforcement learning: a comprehensive review
ReviewOPEN ACCESS
Nazir Ahmed, Muhammad Umar Farooq, Fuyi Chen
DOI: 10.55092/aimat20250010
Published: 06 Jun, 2025
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