Editor-in-Chief: Tong-Yi Zhang
Submission to first decision: 44 days

Journal of Materials Informatics

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Local environment interaction-based machine learning framework for predicting molecular adsorption energy

Open Access Research Article DOI: 10.20517/jmi.2023.41 29 Mar 2024
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Clustering molecular energy landscapes by adaptive network embedding

Open Access Research Article DOI: 10.20517/jmi.2023.40 26 Mar 2024
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Crystal structure prediction using neural network potential and age-fitness Pareto genetic algorithm

Open Access Research Article DOI: 10.20517/jmi.2023.33 1 Mar 2024
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High hydrogen evolution activities of dual-metal atoms incorporated N-doped graphenes achieved by coordination regulation

Open Access Research Article DOI: 10.20517/jmi.2023.34 2 Jan 2024
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Computational design of spatially confined triatomic catalysts for nitrogen reduction reaction

Open Access Research Article DOI: 10.20517/jmi.2023.35 20 Dec 2023
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Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water

Open Access Research Article DOI: 10.20517/jmi.2022.04 11 May 2022
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Process parameter optimization of metal additive manufacturing: a review and outlook

Open Access Review DOI: 10.20517/jmi.2022.18 8 Oct 2022
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High-entropy alloy catalysts: high-throughput and machine learning-driven design

Open Access Review DOI: 10.20517/jmi.2022.23 21 Nov 2022
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Data
316
Authors
255
Reviewers
2021
Published Since
99,551
Article Views
39,216
Article Downloads
Network embedding, metadynamics, transition path theory, energy landscapes
Neural network potential, genetic algorithm, age-fitness, Pareto optimization, crystal structure prediction
Hydrogen evolution reaction, density functional calculations, N-doped graphene, dual-atom catalyst, coordination regulation
Data
316
Authors
255
Reviewers
2021
Published Since
99,551
Article Views
39,216
Article Downloads
Journal of Materials Informatics
ISSN 2770-372X (Online)
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