Deep Learning Based Uncertainty Analysis in Computational Micromechanics of Composite Materials

Design of new materials is quite a difficult task owing to various time and length scales and affiliated uncertainties. The major challenge is to include all these in a conventional model. Hyperparameter models in machine learning can be used to overcome these issues. In this paper, an artificial ne...

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Bibliographic Details
Main Author: Kian K. Sepahvand
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Applied Mechanics
Subjects:
Online Access:https://www.mdpi.com/2673-3161/2/3/31