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78 result(s)
Phthalonitrile melting point prediction enabled by multi-fidelity learning
Open Access Research Article 13 Nov 2024
DOI: 10.20517/jmi.2024.27
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CGWGAN: crystal generative framework based on Wyckoff generative adversarial network
Open Access Research Article 6 Nov 2024
DOI: 10.20517/jmi.2024.24
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Machine learning driven design of high-performance Al alloys
Open Access Research Article 4 Nov 2024
DOI: 10.20517/jmi.2024.21
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Automated production of batched unclonable micro-patterns anti-counterfeiting labels with strong robustness and rapid recognition speed
Open Access Research Article 30 Oct 2024
DOI: 10.20517/jmi.2024.36
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Machine learning descriptors for crystal materials: applications in Ni-rich layered cathode and lithium anode materials for high-energy-density lithium batteries
Open Access Review 27 Oct 2024
DOI: 10.20517/jmi.2024.22
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Machine learning-assisted prediction, screen, and interpretation of porous carbon materials for high-performance supercapacitors
Open Access Research Article 23 Oct 2024
DOI: 10.20517/jmi.2024.29
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Machine learning assisted crystal structure prediction made simple
Open Access Review 29 Sep 2024
DOI: 10.20517/jmi.2024.18
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Applications of machine learning method in high-performance materials design: a review
Open Access Review 26 Sep 2024
DOI: 10.20517/jmi.2024.15
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Data-driven exploration and first-principles analysis of perovskite material
Open Access Research Article 25 Sep 2024
DOI: 10.20517/jmi.2024.20
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Borides as promising M2AX phase materials with high elastic modulus using machine learning and optimization
Open Access Research Article 26 Aug 2024
DOI: 10.20517/jmi.2024.17
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A new framework for predicting tensile stress of natural rubber based on data augmentation and molecular dynamics simulation data
Open Access Research Article 18 Aug 2024
DOI: 10.20517/jmi.2024.11
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A deep neural network potential model for transition metal diborides
Open Access Research Article 11 Aug 2024
DOI: 10.20517/jmi.2024.14
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