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Found 3 papers, 1 papers with code
Physics-Transfer Learning for Material Strength Screening
The strength of materials, like many problems in the natural sciences, spans multiple length and time scales, and the solution has to balance accuracy and performance.
A Planning-and-Exploring Approach to Extreme-Mechanics Force Fields
Extreme mechanical processes such as strong lattice distortion and bond breakage during fracture are ubiquitous in nature and engineering, which often lead to catastrophic failure of structures.
Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting
Predicting potential risks associated with the fatigue of key structural components is crucial in engineering design.
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