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