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Deep learning model to predict complex stress and strain fields in hierarchical composites

Materials-by-design is a paradigm to develop previously unknown high-performance materials. However, finding materials with superior properties is often computationally or experimentally intractable because of the astronomical number of combinations in design space. Here we report an AI-based approa...

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Detalles Bibliográficos
Autores principales: Yang, Zhenze, Yu, Chi-Hua, Buehler, Markus J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034856/
https://www.ncbi.nlm.nih.gov/pubmed/33837076
http://dx.doi.org/10.1126/sciadv.abd7416