All Special Topics
Ongoing Special Topics
Topic: Predictive Materials Informatics for Extreme Conditions
Prof. Hong Luo; Prof. Xiankang Zhong; Prof. Honghui Wu
Submission deadline: 31 Mar 2026
Published articles: 0
Topic: Data-Driven Discovery and Optimization of Nanomaterials
Prof. Guangping Zheng; Prof. Guangcun Shan
Submission deadline: 31 Mar 2026
Published articles: 0
Topic: AI-Driven Materials Laboratories: Toward Autonomous Discovery and Design
Prof. Xiaoying Zhuang
Submission deadline: 31 Mar 2026
Published articles: 0
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Topic: Machine Learning-enabled Discovery and Optimization of Hydrogen Storage Materials
Assoc. Prof. Weijie Yang; Dr. Claudio Pistidda; Dr. Katarina Batalović; Dr. Qun Luo
Submission deadline: 31 Dec 2025
Published articles: 1
Topic: AI for Structural Materials: Theory and Design
Prof. David J. Srolovitz; Dr. Tongqi Wen
Submission deadline: 30 Dec 2025
Published articles: 1
Topic: AI-Empowered Materials Science
Prof. Likun Pan; Prof. Jinliang Li; Prof. Dong Yan
Submission deadline: 30 Dec 2025
Published articles: 1
Topic: Exploring Materials Informatics: Emerging Technologies Inspired by the 2024 Nobel Prize
Prof. Tong-Yi Zhang; Prof. Wenhui Duan; Prof. William Yi Wang; Dr. Sheng Sun
Submission deadline: 31 Oct 2025
Published articles: 3
Topic: Machine Learning-enabled Exploration of Electrocatalysts for Energy Conversion Technology
Prof. Hao Li
Submission deadline: 31 Oct 2025
Published articles: 2
Topic: Advances in Machine Learning for Thermal Management and Thermoelectric Conversion Materials Research and Applications
Prof. Gang Zhang; Prof. Ke-Qiu Chen; Prof. Wu-Xing Zhou; Prof. Jiong Yang
Submission deadline: 30 Oct 2025
Published articles: 1
Completed Special Topics
Topic: AI/ML for Materials Discovery and Computing
Prof. Ming Hu
Published articles: 6 Download Articles Viewed:
Topic: Design of Polymer and Its Composites Driven by Data and Domain Knowledge
Prof. Peng Ding
Published articles: 5 Download Articles Viewed:
Topic: Theory-Assisted Developing Electrocatalysis
Prof. Fengyu Li; Prof. Jingxiang Zhao
Published articles: 7 Download Articles Viewed:
Topic: Data-driven Modeling and Design of Quantum Functional Materials
Prof. Li-Ming Yang
Published articles: 5 Download Articles Viewed:
Closed Special Topics
Topic: Machine Learning/AI-Assisted Development of High-Performance Alloys
Prof. Qian Li; Prof. Zhimei Sun; Prof. Xing-Qiu Chen
Submission deadline: 30 Sep 2025
Published articles: 4
Topic: “Unlocking the AI Future of Materials Science”: Selected Papers from the International Workshop on Data-driven Computational and Theoretical Materials Design (DCTMD)
Dr. Rika Kobayashi; Prof. Yi Liu; Prof. Matthias Scheffler; Prof. Runhai Ouyang
Submission deadline: 30 Jun 2025
Published articles: 5
Topic: Advances in Machine Learning for Photoelectric Materials Research and Applications
Prof. Fuquan Bai; Prof. Baisheng Sa
Submission deadline: 30 Jun 2025
Published articles: 4
