Notes

笔记

这里收着所有可以点进去看的记录,每篇都提供文本下载。

2026-04-24

文献 2|In context learning foundation models for materials property prediction with small datasets

期刊:npj Computational Materials 发表日期:2026-04-24 作者:Qinyang Li; Rongzhi Dong; Nicholas Miklaucic 等 DOI:https://doi.org/10.1038/s41524-026-02089-8 官网:https://www.nature.com/articles/s41524-026-02089-8 PDF:https://www.nature.com/articles/s41524-026-02089-8.pdf Zotero:已导入本机 Zotero,key=LQQ5W2D2 备注:材料机器学习 / 科学图像分析 / 材料性能预测文献清单

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2026-04-21

文献 3|Vision language models for scientific image analysis: an evaluation highlighting opportunities and challenges

期刊:npj Computational Materials 发表日期:2026-04-21 作者:Prateek Verma; Minh-Hao Van; Xintao Wu DOI:https://doi.org/10.1038/s41524-026-02069-y 官网:https://www.nature.com/articles/s41524-026-02069-y PDF:https://www.nature.com/articles/s41524-026-02069-y.pdf Zotero:已导入本机 Zotero,key=RAW2Z8LD 备注:材料机器学习 / 科学图像分析 / 材料性能预测文献清单

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2025-10-29

文献 4|Generalizable image segmentation for microstructure characterization through integrated SEM and EBSD analysis

期刊:npj Computational Materials,11(1) 发表日期:2025-10-29 作者:M. F. N. Taufique; Julia Nguyen; Julian D. Escobar 等 DOI:https://doi.org/10.1038/s41524-025-01801-4 官网:https://www.nature.com/articles/s41524-025-01801-4 PDF:https://www.nature.com/articles/s41524-025-01801-4.pdf Zotero:已导入本机 Zotero,key=AX692TJJ 备注:材料机器学习 / 科学图像分析 / 材料性能预测文献清单

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2024-10-18

文献 5|MD-HIT: Machine learning for material property prediction with dataset redundancy control

期刊:npj Computational Materials,10(1) 发表日期:2024-10-18 作者:Qin Li; Nihang Fu; Sadman Sadeed Omee 等 DOI:https://doi.org/10.1038/s41524-024-01426-z 官网:https://www.nature.com/articles/s41524-024-01426-z PDF:https://www.nature.com/articles/s41524-024-01426-z.pdf Zotero:已导入本机 Zotero,key=2CBNTMFS 备注:材料机器学习 / 科学图像分析 / 材料性能预测文献清单

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2024-07-04

文献 6|Structure-based out-of-distribution (OOD) materials property prediction: a benchmark study

期刊:npj Computational Materials,10(1) 发表日期:2024-07-04 作者:Sadman Sadeed Omee; Nihang Fu; Rongzhi Dong 等 DOI:https://doi.org/10.1038/s41524-024-01316-4 官网:https://www.nature.com/articles/s41524-024-01316-4 PDF:https://www.nature.com/articles/s41524-024-01316-4.pdf Zotero:已导入本机 Zotero,key=TIGGAT4C 备注:材料机器学习 / 科学图像分析 / 材料性能预测文献清单

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2025-10-23

文献 7|Explainable machine learning-enabled dual-objective design of γ' phase characteristic parameters in γ'-strengthened Co-based superalloys

期刊:npj Computational Materials,11(1) 发表日期:2025-10-23 作者:Linlin Sun; Qingshuang Ma; Chenghao Pei 等 DOI:https://doi.org/10.1038/s41524-025-01797-x 官网:https://www.nature.com/articles/s41524-025-01797-x PDF:https://www.nature.com/articles/s41524-025-01797-x.pdf Zotero:已导入本机 Zotero,key=7HNQZPK8 备注:材料机器学习 / 科学图像分析 / 材料性能预测文献清单

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2024-03-21

文献 8|MLMD: a programming-free AI platform to predict and design materials

期刊:npj Computational Materials,10(1) 发表日期:2024-03-21 作者:Jiaxuan Ma; Bin Cao; Shuya Dong 等 DOI:https://doi.org/10.1038/s41524-024-01243-4 官网:https://www.nature.com/articles/s41524-024-01243-4 PDF:https://www.nature.com/articles/s41524-024-01243-4.pdf Zotero:已导入本机 Zotero,key=52Z4TXBN 备注:材料机器学习 / 科学图像分析 / 材料性能预测文献清单

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