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Reduction of the Shallow Water System by an Error Aware POD-Neural Network Method: Application to Floodplain Dynamics
Computer Methods in Applied Mechanics and Engineering, 2024, 428, pp.117094. ⟨10.1016/j.cma.2024.117094⟩

Allabou Mustapha, Bouclier Robin, Garambois Pierre-André, Monnier Jerome

Spectral decomposition of H1(μ) and Poincaré inequality on a compact interval - Application to kernel quadrature
Journal of Approximation Theory, 2024, 301, pp.106041. ⟨10.1016/j.jat.2024.106041⟩

Roustant Olivier, Lüthen Nora, Gamboa Fabrice

Trace polynomial optimization with applications in quantum information
Workshop on Semidefinite and Polynomial Optimization, Aug 2024, Amsterdam (Hollande), Netherlands

Magron Victor

The loss landscape of deep linear neural networks: a second-order analysis
Journal of Machine Learning Research, 2024, 25 (242), pp.1-76

Achour El Mehdi, Malgouyres François, Gerchinovitz Sébastien

Traditions du Livre des hypothèses
Classiques Garnier, 2024, 978-2-406-17137-9. ⟨10.48611/isbn.978-2-406-17139-3⟩

Loizelet Guillaume

KPP transition fronts in a one-dimensional two-patch habitat
Mathematical Medicine and Biology, 2024, ⟨10.1093/imammb/dqae011⟩

Hamel François, Zhang Mingmin

A new invariant on 3-dimensional manifolds and applications
Communications in Contemporary Mathematics, 2024, ⟨10.1142/S0219199724500366⟩

Ge Yuxin, Li Mingxiang, Lian Zhao

Relative systoles in hyperelliptic translation surfaces
Algebraic and Geometric Topology, 2024, 24 (4), pp.1903-1912. ⟨10.2140/agt.2024.24.1903⟩

Boissy Corentin, Geninska Slavyana

Scaling limit of the disordered generalized Poland-Scheraga model for DNA denaturation
Probability Theory and Related Fields, 2024, 190, pp.179-258. ⟨10.1007/s00440-024-01304-1⟩

Berger Quentin, Legrand Alexandre

On the Feasibility of EASA Learning Assurance Objectives for Machine Learning Components
ERTS 2024, Jun 2024, Toulouse, France

de Grancey Florence, Gerchinovitz Sébastien, Alecu Lucian, Bonnin Hugues, Dalmau Joseba, Delmas Kevin, Mamalet Franck