Towards a unified nonlocal, peridynamics framework for the coarse-graining of molecular dynamics data with fractures

Molecular dynamics (MD) has served as a powerful tool for designing materials with reduced reliance on laboratory testing. However, the use of MD directly to treat the deformation and failure of materials at the mesoscale is still largely beyond reach. In this work, we propose a learning framework t...

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Veröffentlicht in:Applied mathematics and mechanics 2023-07, Vol.44 (7), p.1125-1150
Hauptverfasser: You, H. Q., Xu, X., Yu, Y., Silling, S., D’Elia, M., Foster, J.
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Sprache:eng
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