Bregman divergences for physically informed discrepancy measures for learning and computation in thermomechanics

With view on the context of convex thermomechanics, we propose tools based on the concept of Bregman divergence, a notion introduced in the 1960s and used in learning and optimization as well. This study is motivated by the need of “discrepancy measures” between physically constrained fields that ar...

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Bibliographic Details
Main Author: Andrieux, Stéphane
Format: Article
Language:English
Published: Académie des sciences 2023-02-01
Series:Comptes Rendus. Mécanique
Subjects:
Online Access:https://comptes-rendus.academie-sciences.fr/mecanique/articles/10.5802/crmeca.164/
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