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cond-mat.soft2025
Effect of ice nucleating proteins on the structure-property relationships of ice: A molecular dynamics study
A. K. Shargh, C. D. Stiles, J. A. El-Awady
Ice-nucleating proteins (INPs) are a unique class of biological macromolecules that catalyze the freezing of supercooled water far more efficiently than homogeneous nucleation. The…
cond-mat.mtrl-sci2025
Uncertainty-Aware Machine-Learning Framework for Predicting Dislocation Plasticity and Stress-Strain Response in FCC Alloys
Jing Luo, Yejun Gu, Yanfei Wang +2
Machine learning has significantly advanced the understanding and application of structural materials, with an increasing emphasis on integrating existing data and quantifying unce…