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Special Issues

Intelligent Additive Manufacturing

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

Submission Deadline: 31 December 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: 31 December 2026

Intelligent Carbon Cycle & Materials

Special Issue Editor: Xiaoqing Lu, Zhenpeng Hu

Submission Deadline: 31 October 2026

High-precision automated nanoparticle segmentation using a deep learning framework with boundary-aware and attention networks

ArticleOPEN ACCESS

Xiao Han, Linfeng Jin, Yijun Zhong, Changfa Guo

DOI: 10.55092/aimat20260006

Published: 20 May, 2026

Towards signal-based estimation of contact tip–to–workpiece distance (CTWD) in wire arc directed energy deposition via 1D convolutional deep learning

ArticleOPEN ACCESS

Giulio Mattera, Elena Manoli, Luigi Nele, Jinyang Xu

DOI: 10.55092/aimat20260005

Published: 08 May, 2026

Advances in adsorption processes driven by machine learning

ReviewOPEN ACCESS

Jiangtao Yu, Minmeng Tang, Pakiza Ajibek , Feng Gao , Wenshuai Zhu

DOI: 10.55092/aimat20260004

Published: 06 May, 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, Hongyin Li, Xinyu Fan, Zhongwei Yan, 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