Data-driven material modeling based on the Constitutive Relation Error

Abstract Prior to any numerical development, the paper objective is to answer first to a fundamental question: what is the mathematical form of the most general data-driven constitutive model for stable materials, taking maximum account of knowledge from physics and materials science? Here we restri...

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Bibliographic Details
Main Authors: Pierre Ladevèze, Ludovic Chamoin
Format: Article
Language:English
Published: SpringerOpen 2024-12-01
Series:Advanced Modeling and Simulation in Engineering Sciences
Subjects:
Online Access:https://doi.org/10.1186/s40323-024-00279-x
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