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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awdur: Andrieux, Stéphane
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Académie des sciences 2023-02-01
Cyfres:Comptes Rendus. Mécanique
Pynciau:
Mynediad Ar-lein:https://comptes-rendus.academie-sciences.fr/mecanique/articles/10.5802/crmeca.164/
Tagiau: Ychwanegu Tag
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