Machine learning potential for interacting dislocations in the presence of free surfaces

Abstract Computing the total energy of a system of N interacting dislocations in the presence of arbitrary free surfaces is a difficult task, requiring Finite Element (FE) numerical calculations. Worst, high accuracy requires very fine meshes in the proximity of each dislocation core. Here we show t...

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Bibliographic Details
Main Authors: Daniele Lanzoni, Fabrizio Rovaris, Francesco Montalenti
Format: Article
Language:English
Published: Nature Portfolio 2022-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-07585-7