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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: 01 March 2026

Intelligent Additive Manufacturing

Special Issue Editor: Giulio Mattera, Jinyang Xu

Submission Deadline: 01 March 2026

AI-Enhanced Multifunctional Dielectric Materials — From Design to Application

Special Issue Editor: Yueshun Zhao, Yanan Yang, Fei Guo, Ze Li, Shuang Ma

Submission Deadline: 30 June 2026

Application of artificial intelligence combined with density functional theory in materials

ReviewOPEN ACCESS

Xiemeng Zhu, Juhong Yu, Yong Liu, Yangyang Song, Liang Zhang, Shiyu Du

DOI: 10.55092/aimat20260001

Published: 06 Jan, 2026

Physics-informed artificial intelligence for solid oxide cells: a comprehensive review of frameworks, applications, and prospects for digital twins

ReviewOPEN ACCESS

Yibin Zhang, Min Zhang, Chengzhi Guan, Fei Deng, Shixue Liu, Zijing Lin, Jianqiang Wang

DOI: 10.55092/aimat20250017

Published: 29 Dec, 2025

A physics-constrained and data-driven approach for thermal field inversion in chiplet-based packaging

ArticleOPEN ACCESS

Yupeng Qi, Yue Wu, Jie Xiong, Shunbo Hu, Deng Pan

DOI: 10.55092/aimat20250016

Published: 22 Dec, 2025

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

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