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Materials Science
Materials Science 论文解读
Materials Science 领域重要论文的 AI 解读列表，按研究动机、方法与结果结构化呈现。
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5,071 results
A cellular automaton model for thermal transport in low-dimensional systems
Alejandra León
arXiv (Cornell University)
|
2026
|
0 citations
A Conceptual Shift In Our Understanding of Degenerate Radical Spin Systems: Spin-Rotation Coupling Turned On Its Head
Linqing Peng, Titouan Duston, +5
arXiv (Cornell University)
|
2026
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0 citations
A Cross-Domain Graph Learning Protocol for Single-Step Molecular Geometry Refinement
Chengchun Liu, Wendi Cai, +2
arXiv (Cornell University)
|
2026
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0 citations
A generative machine learning model for designing metal hydrides applied to hydrogen storage
Xiyuan Liu, Christian Hacker, +2
arXiv (Cornell University)
|
2026
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0 citations
A Multi-task Large Reasoning Model for Molecular Science
Pengfei Liu, Shuang Ge, +2
arXiv (Cornell University)
|
2026
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0 citations
A New Workflow for Materials Discovery Bridging the Gap Between Experimental Databases and Graph Neural Networks
Brandon Schoener, Yuting Hu, +7
arXiv (Cornell University)
|
2026
|
0 citations
A Physics-Regularized Neural Network and Kirchhoff Markov Random Field Framework for Inferring Internal Electrochemical States from Operando Spectromicroscopy
Naoki Wada, Yuta Kimura, +4
arXiv (Cornell University)
|
2026
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0 citations
A recipe for scalable attention-based MLIPs: unlocking long-range accuracy with all-to-all node attention
Eric Qu, Brandon M. Wood, +2
arXiv (Cornell University)
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2026
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0 citations
A Robust Compressible APIC/FLIP Particle Grid Method with Conservative Resampling and Adaptive APIC/PIC Blending
Jiansheng Yao, Yingkui Zhao
arXiv (Cornell University)
|
2026
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0 citations
A Study of Adaptive Modeling Towards Robust Generalization
Zihao Jing, Qiuhao Zeng, +5
arXiv (Cornell University)
|
2026
|
0 citations
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