20 citations
- Centre National de la Recherche ScientifiqueFR4 papers
- CEA DAM Île-de-FranceFR2 papers
- Centre BorelliFR2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR2 papers
- Michelin (France)FR2 papers
- Sorbonne UniversitéFR2 papers
- Adventist Health Simi ValleyUS1 paper
- Biomécanique et BioingénierieFR1 paper
- Carthage CollegeUS1 paper
- CEA Paris-SaclayFR1 paper
- CEA Paris-Saclay - Etablissement de SaclayFR1 paper
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cs.LG2024★ 10 cited
Geometry-aware framework for deep energy method: an application to structural mechanics with hyperelastic materials
Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier +2
Physics-Informed Neural Networks (PINNs) have gained considerable interest in diverse engineering domains thanks to their capacity to integrate physical laws into deep learning mod…
cs.LG2024
Toward industrial use of continual learning : new metrics proposal for class incremental learning
Konaté Mohamed Abbas, Anne-Françoise Yao, Thierry Chateau +1
In this paper, we investigate continual learning performance metrics used in class incremental learning strategies for continual learning (CL) using some high performing methods. W…