Lossless multi-scale constitutive elastic relations with artificial intelligence

A seamless and lossless transition of the constitutive description of the elastic response of materials between atomic and continuum scales has been so far elusive. Here we show how this problem can be overcome by using artificial intelligence (AI). A convolutional neural network (CNN) model is trai...

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Bibliographic Details
Main Authors: Mianroodi, J.R (Author), Raabe, D. (Author), Rezaei, S. (Author), Siboni, N.H (Author), Xu, B.-X (Author)
Format: Article
Language:English
Published: Nature Research 2022
Subjects:
Online Access:View Fulltext in Publisher