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Machine learning plastic deformation of crystals

Plastic deformation of micron-scale crystalline solids exhibits stress-strain curves with significant sample-to-sample variations. It is a pertinent question if this variability is purely random or to some extent predictable. Here we show, by employing machine learning techniques such as regression...

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Bibliografiske detaljer
Udgivet i:Nat Commun
Main Authors: Salmenjoki, Henri, Alava, Mikko J., Laurson, Lasse
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6294252/
https://ncbi.nlm.nih.gov/pubmed/30546114
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-018-07737-2
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