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Special Issues

Intelligent Additive Manufacturing

Special Issue Editor: Giulio Mattera, Jinyang Xu, Luca Quagliato

Submission Deadline: 30 June 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

Intelligent Carbon Cycle & Materials

Special Issue Editor: Xiaoqing Lu, Zhenpeng Hu

Submission Deadline: 31 October 2026

Advanced artificial intelligence algorithms and hardware acceleration techniques applied to material structure design

ReviewOPEN ACCESS

Jiqun Zhang, Juhong Yu, Nianxiang Qiu, Yong Liu, Yangyang Song, Liang Zhang, Shiyu Du

DOI: 10.55092/aimat20260003

Published: 24 Mar, 2026

Application of artificial intelligence in biofuel cell catalyst design and system optimization

ReviewOPEN ACCESS

Yue Wang, Miaomiao Zhang, Meng Xiao, Yanhui Chen, Yuezhou Zhang

DOI: 10.55092/aimat20260002

Published: 23 Mar, 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

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