186 citations
- Centre BorelliFR8 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR5 papers
- École Normale Supérieure Paris-SaclayFR3 papers
- Altair Engineering (France)FR2 papers
- Biomécanique et BioingénierieFR2 papers
- École Normale Supérieure - PSLFR2 papers
- ESPCI ParisFR2 papers
- Laboratoire de Biologie et Pharmacologie AppliquéeFR2 papers
- Laboratoire de Mécanique, Modélisation & Procédés PropresFR2 papers
- Laboratoire Interdisciplinaire de PhysiqueFR2 papers
- Lyon 1 UniversitéFR2 papers
Showing 2022Show all
3 papers · 1 filter
cs.LG2022★ 2 cited
Fixed-budget online adaptive learning for physics-informed neural networks. Towards parameterized problem inference
Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier +2
Physics-Informed Neural Networks (PINNs) have gained much attention in various fields of engineering thanks to their capability of incorporating physical laws into the models. PINN…
cs.LG2022
Fast and Accurate Importance Weighting for Correcting Sample Bias
Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot +1
Bias in datasets can be very detrimental for appropriate statistical estimation. In response to this problem, importance weighting methods have been developed to match any biased d…
math.OC2022★ 20 cited
A Matheuristic Approach for Solving a Simultaneous Lot Sizing and Scheduling Problem with Client Prioritization in Tire Industry
Cyril Koch, Taha Arbaoui, Yassine Ouazene +4
This paper introduces an integrated lot sizing and scheduling problem inspired from a real-world application in off-the-road tire industry. This problem considers the assignment of…