Journal of Materials Informatics
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Editor-in-Chief: Tong-Yi Zhang
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Editor-in-Chief: Tong-Yi Zhang
Submission to first decision: 44 days
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Journal of Materials Informatics

Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water

A review on high-throughput development of high-entropy alloys by combinatorial methods

High-entropy alloy catalysts: high-throughput and machine learning-driven design

Process parameter optimization of metal additive manufacturing: a review and outlook

Recent progress in the data-driven discovery of novel photovoltaic materials

Articles

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Multi-model integration accelerates Al-Zn-Mg-Cu alloy screening

Yanru Yuan, ... Aoyang Jiang
Open Access Research Article DOI: 10.20517/jmi.2024.34 18 Nov 2024
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Fast parameter optimization for high-fidelity crystal plasticity simulation using active learning

Meirong Jiang, ... Jincheng Wang
Open Access Research Article DOI: 10.20517/jmi.2024.31 15 Nov 2024
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Phthalonitrile melting point prediction enabled by multi-fidelity learning

Beijian Xu, ... Lei Du
Open Access Research Article DOI: 10.20517/jmi.2024.27 13 Nov 2024
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CGWGAN: crystal generative framework based on Wyckoff generative adversarial network

Tianhao SuTianhao Su, ... Tong-Yi Zhang
Open Access Research Article DOI: 10.20517/jmi.2024.24 6 Nov 2024
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Machine learning driven design of high-performance Al alloys

Ziliang Lu, ... Leyun Wang
Open Access Research Article DOI: 10.20517/jmi.2024.21 4 Nov 2024
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Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water

Bin CaoBin Cao, ... Tong-Yi Zhang
Open Access Research Article DOI: 10.20517/jmi.2022.04 11 May 2022
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A review on high-throughput development of high-entropy alloys by combinatorial methods

Shahryar Mooraj, Wen ChenWen Chen
Open Access Review DOI: 10.20517/jmi.2022.41 16 Mar 2023
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High-entropy alloy catalysts: high-throughput and machine learning-driven design

Lixin Chen, ... Yu Zou
Open Access Review DOI: 10.20517/jmi.2022.23 21 Nov 2022
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Topic: AI-Empowered Materials Science

Prof. Likun Pan; Prof. Jinliang Li; Prof. Dong Yan

Submission Deadline: 31 Jul 2025

Published articles: 0

Topic: Computational Tools and Databases in Materials Informatics

Prof. Zi-Kui Liu; Dr. Gang Tang; Dr. Mingqing Liao

Submission Deadline: 15 Jun 2025

Published articles: 0

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Themed Collections
machine learning
Topic: Data-driven Modeling and Design of Quantum Functional Materials
Topic: Computational Thermodynamics, Computational Kinetics and Machine Learning in Advanced Materials
Topic: Machine Learning Approach for Design, Development and Application of High Entropy Materials
Volume 4, Issue 3
Volume 4, Issue 2
Volume 4, Issue 1
Volume 3, Issue 4
Volume 3, Issue 3
Volume 3, Issue 2
Volume 3, Issue 1
Volume 2, Issue 4
Volume 2, Issue 3
Volume 2, Issue 2
Volume 2, Issue 1
Volume 1, Issue 2
Volume 1, Issue 1
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Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water

A review on high-throughput development of high-entropy alloys by combinatorial methods

High-entropy alloy catalysts: high-throughput and machine learning-driven design

Process parameter optimization of metal additive manufacturing: a review and outlook

Recent progress in the data-driven discovery of novel photovoltaic materials

Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water
Bin CaoBin Cao, ... Tong-Yi Zhang
Open Access | Research Article | 11 May 2022
Views: | Downloads:
Download PDF
A review on high-throughput development of high-entropy alloys by combinatorial methods
Shahryar Mooraj, Wen ChenWen Chen
Open Access | Review | 16 Mar 2023
Views: | Downloads:
Download PDF
High-entropy alloy catalysts: high-throughput and machine learning-driven design
Lixin Chen, ... Yu Zou
Open Access | Review | 21 Nov 2022
Views: | Downloads:
Download PDF

Topic: AI-Empowered Materials Science

Prof. Likun Pan; Prof. Jinliang Li; Prof. Dong Yan

Submission Deadline: 31 Jul 2025

Published articles: 0

Topic: Computational Tools and Databases in Materials Informatics

Prof. Zi-Kui Liu; Dr. Gang Tang; Dr. Mingqing Liao

Submission Deadline: 15 Jun 2025

Published articles: 0

Related Journals

Energy Materials

Editor-in-Chief: Yuping Wu

Intelligence & Robotics

Editor-in-Chief: Simon X. Yang
Journal of Materials Informatics
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