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cs.LG2024
Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties
Shaswat Mohanty, Yifan Wang, Wei Cai
Machine-learned force fields (MLFFs) promise to offer a computationally efficient alternative to ab initio simulations for complex molecular systems. However, ensuring their genera…
math.PR2024
On the First Passage Times of Branching Random Walks in
Jose Blanchet, Wei Cai, Shaswat Mohanty +1
We study the first passage times of discrete-time branching random walks in where . Here, the genealogy of the particles follows a supercritical Galton-Wat…
cond-mat.soft2024
Network evolution controlling strain-induced damage and self-healing of elastomers with dynamic bonds
Yikai Yin, Shaswat Mohanty, Christopher B. Cooper +2
Highly stretchable and self-healable supramolecular elastomers are promising materials for future soft electronics, biomimetic systems, and smart textiles, due to their dynamic cro…