Volume 4, Issue 3 (2024) – 6 articles | Journal of Materials Informatics

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Volume 4, Issue 3 (2024) – 6 articles

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Review

Machine learning assisted crystal structure prediction made simple

Chuan-Nan Li

, ... Xie Zhang

J Mater Inf 2024;4:15. DOI: 10.20517/jmi.2024.18

Review | Available online: 29 Sep 2024

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Review Article

Applications of machine learning method in high-performance materials design: a review

Junhao Yuan

, ... Qing Wang

J Mater Inf 2024;4:14. DOI: 10.20517/jmi.2024.15

Review Article | Available online: 26 Sep 2024

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Research Article

Data-driven exploration and first-principles analysis of perovskite material

Lei Zhang

, ... Xuexiao Chen

J Mater Inf 2024;4:13. DOI: 10.20517/jmi.2024.20

Research Article | Available online: 25 Sep 2024

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Borides as promising M₂AX phase materials with high elastic modulus using machine learning and optimization

Ashwin Mhadeshwar, ... Taylor D. Sparks

J Mater Inf 2024;4:12. DOI: 10.20517/jmi.2024.17

Research Article | Available online: 26 Aug 2024

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A new framework for predicting tensile stress of natural rubber based on data augmentation and molecular dynamics simulation data

Anwen Hu, ... Jun Liu

J Mater Inf 2024;4:11. DOI: 10.20517/jmi.2024.11

Research Article | Available online: 18 Aug 2024

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A deep neural network potential model for transition metal diborides

Fu-Zhi Dai

, ... Xin-Fu Gu

J Mater Inf 2024;4:10. DOI: 10.20517/jmi.2024.14

Research Article | Available online: 11 Aug 2024

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