Nonlinear Multiscale Modelling and Design using Gaussian Processes

A method for nonlinear material modeling and design using statistical learning is proposed to assist in the mechanical analysis of structural materials. Conventional computational homogenization schemes are proven to underperform in analyzing the complex nonlinear behavior of such microstructures wi...

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Bibliographic Details
Main Authors: Sumudu Herath, Udith Haputhanthri
Format: Article
Language:English
Published: Shahid Chamran University of Ahvaz 2021-07-01
Series:Journal of Applied and Computational Mechanics
Subjects:
Online Access:https://jacm.scu.ac.ir/article_16678_49988e74e6917f1f6652c0ace906a35c.pdf