Most Cited Papers In Last Two Years
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Large language models enabled intelligent microstructure optimization and defects classification of welded titanium alloys
Open Access Research Article 31 Dec 2024
DOI: 10.20517/jmi.2024.64
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Machine learning enhanced characterization and optimization of photonic cured MAPbI3 for efficient perovskite solar cells
Open Access Research Article 31 Dec 2024
DOI: 10.20517/jmi.2024.72
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Transformative strategies in photocatalyst design: merging computational methods and deep learning
Open Access Review 31 Dec 2024
DOI: 10.20517/jmi.2024.48
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Efficient prediction of potential energy surface and physical properties with Kolmogorov-Arnold Networks
Open Access Research Article 28 Dec 2024
DOI: 10.20517/jmi.2024.46
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N-heterocyclic carbene coordinated single atom catalysts on C2N for enhanced nitrogen reduction
Open Access Research Article 28 Dec 2024
DOI: 10.20517/jmi.2024.65
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Exploring phase transitions in CdSe: a machine learning and swarm intelligence approach
Open Access Research Article 26 Dec 2024
DOI: 10.20517/jmi.2024.45
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Identifying determinants of γ' phase coarsening behavior in Co/CoNi-based superalloys with explainable artificial intelligence (XAI)
Open Access Research Article 26 Dec 2024
DOI: 10.20517/jmi.2024.57
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Prediction of temperature-dependent yield strength of refractory high entropy alloy based on stacking integrated framework
Open Access Research Article 17 Dec 2024
DOI: 10.20517/jmi.2024.39
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An integrated design of novel RAFM steels with targeted microstructures and tensile properties using machine learning and CALPHAD
Open Access Research Article 30 Nov 2024
DOI: 10.20517/jmi.2024.44
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A survey of energies from pure metals to multi-principal element alloys
Open Access Review 30 Nov 2024
DOI: 10.20517/jmi.2024.43
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Knowledge assisted machine learning to clarify pore influence on fatigue life of forging/additive hybrid manufactured Ti-17 alloy
Open Access Research Article 30 Nov 2024
DOI: 10.20517/jmi.2024.28
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Simple formula learned via machine learning for creep rupture life prediction of high-temperature titanium alloys
Open Access Research Article 20 Nov 2024
DOI: 10.20517/jmi.2024.33
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Multi-model integration accelerates Al-Zn-Mg-Cu alloy screening
Open Access Research Article 19 Nov 2024
DOI: 10.20517/jmi.2024.34
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Fast parameter optimization for high-fidelity crystal plasticity simulation using active learning
Open Access Research Article 16 Nov 2024
DOI: 10.20517/jmi.2024.31
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Phthalonitrile melting point prediction enabled by multi-fidelity learning
Open Access Research Article 14 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 7 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 5 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 31 Oct 2024
DOI: 10.20517/jmi.2024.36
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