MathNum – Département de recherche INRAE

Mathématiques, informatique, sciences de la donnée et technologies du numérique

Le département Mathématiques et Numérique (MathNum) d’INRAE a pour mission de développer des recherches méthodologiques et appliquées de pointe, menées par notre réseau de 14 unités de recherche et d’appui à la recherche, dans les domaines des mathématiques, informatique, bioinformatique et intelligence artificielle, sciences de l'information et de la communication, technologies de robotique, capteurs et imagerie satellitaire.

Site Internet: https://www.inrae.fr/departements/mathnum

Agustín G Yabo. Optimal control strategies in a generic class of bacterial growth models with multiple substrates. Automatica, 2025, 171, pp.111881. ⟨10.1016/j.automatica.2024.111881⟩. ⟨hal-03913957v3⟩
Sébastien Roux, Patrice Loisel, Samuel Buis. Maximizing Regional Sensitivity Analysis indices to find sensitive model behaviors. International Journal for Uncertainty Quantification, 2025, 15 (1), pp.47-60. ⟨10.1615/Int.J.UncertaintyQuantification.2024051424⟩. ⟨hal-03836513v3⟩
María Poveda-Villalon, Daniel Garijo, Alejandra Gonzalez-Beltran, Yann Le Franc, Clement Jonquet, et al.. M4.2 - Processes & tools to engineer FAIR semantic artefacts. MS4.2, FAIR-IMPACT. 2024. ⟨hal-04493130⟩
Dan Goreac, Alain Rapaport. Optimal control under action duration constraint for non-convex dynamics. 63rd IEEE Conference on Decision and Control (CDC 2024), IEEE Control Systems Society, Dec 2024, Milan, Italy. ⟨hal-04663534⟩
Dan Goreac, Alain Rapaport. Further results about L ∞ /L 1 duality and applications to the SIR epidemiological model. 63rd IEEE Conference on Decision and Control (CDC 2024), IEEE Control Systems Society, Dec 2024, Milan, Italy. ⟨hal-04663533⟩
Ruben Chenevat, Bruno Cheviron, Sébastien Roux, Alain Rapaport. Common structures of optimal solutions for a crop irrigation problem under various constraints and criteria. 63rd IEEE Conference on Decision and Control (CDC 2024), IEEE Control Systems Society, Dec 2024, Milan, Italy. ⟨hal-04606181⟩
Ruben Chenevat, Bruno Cheviron, Sébastien Roux, Alain Rapaport. About the Bang-Bang Principle for piecewise affine systems. 63rd IEEE Conference on Decision and Control (CDC 2024), IEEE Control Systems Society, Dec 2024, Milan, Italy. ⟨hal-04663130⟩
Konstantinos Panousis, Dino Ienco, Diego Marcos. Coarse-to-Fine Concept Bottleneck Models. NeurIPS 2024 - 38th Annual Conference on Neural Information Processing Systems, Dec 2024, Vancouver (BC), Canada. ⟨hal-04709806⟩
Lionel Benoit, Erwan Koch, Nadav Peleg, Gregoire Mariethoz. Precipitation-elevation relationship: Non-linearity and space–time variability prevail in the Swiss Alps. Journal of Hydrology X, 2024, 25, pp.100186. ⟨10.1016/j.hydroa.2024.100186⟩. ⟨hal-04746929⟩
Hugo Gangloff, Minh-Tan Pham, Luc Courtrai, Sébastien Lefèvre. Variational Autoencoder with Gaussian Random Field prior: Application to unsupervised animal detection in aerial images. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 218, pp.600-609. ⟨10.1016/j.isprsjprs.2024.09.028⟩. ⟨hal-04719231⟩

MathNum – Département de recherche INRAE

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