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Publications

METAMATH: an ecological and innovating tool to assess mathematical metacognition in primary school
Metacognition and Self-Regulated Learning, EARLI SIG 16, Aug 2026, Clermant-Ferrand, France

Bourgeois Martin, Rossi Sandrine, Guilbert Odran, Garnier Milène, Lehéron Clémentine, Mortier Arnaud, Lanoë Céline, Lubin Amélie

Landscape k -complexity of isotropic centered Gaussian fields
Statistics and Probability Letters, 2026, 235, pp.110741. ⟨10.1016/j.spl.2026.110741⟩

Azaïs Jean-Marc, Delmas Céline

Token-Efficient Change Detection in LLM APIs
ICML 2026 - 43rd International Conference on Machine Learning, Jul 2026, Seoul (Korea), South Korea

Chauvin Timothee, Lalanne Clément, Le Merrer Erwan, Loubes Jean-Michel, Taïani François, Tredan Gilles

Mixed integer quadratically constrained quadratic programming for neural network Lipschitz constant computation
European Journal of Operational Research, 2026, 331 (3), pp.916-924. ⟨10.1016/j.ejor.2025.12.019⟩

Couëllan Nicolas, Jan Sophie, Sbihi Mohammed

PINN-based Identification of Spatially Varying Elastic Moduli from Experimental Full-Field Displacement Data
Computer Methods in Applied Mechanics and Engineering, 2026, 455, pp.118874. ⟨10.1016/j.cma.2026.118874⟩

Bouclier Robin, Bonnet-Eymard Romain, Rabineau Evan, Réthoré Julien

Study of the stationary Stokes system with mixed boundary conditions in non-convex curvilinear polygonal domains
Journal of Mathematical Analysis and Applications, 2026, 558 (1), pp.130395. ⟨10.1016/j.jmaa.2026.130395⟩

Boyer Franck, Fournié Michel, Gajardo Diego, Raymond Jean-Pierre

Corrélation d’images et identification de champs de propriétés matériaux à l’aide de réseaux de neurones informés par la physique
IA-composites : Workshop Intelligence Artificielle dans la Science et Ingénierie des Matériaux et Structures, GDR I-GAIA, May 2026, Toulouse, France

Bouclier Robin

A Scaled Poisson Bayesian Model for Viral Epidemic Monitoring
ICASSP, May 2026, Barcelone, Spain

Pascal Barbara, Abry Patrice, Chevallier Juliette, Fort Gersende

Simulation of extreme functionals in meteoceanic data: application to surge evolution over tidal cycles
Advances in Statistical Climatology, Meteorology and Oceanography, 2026, 12 (1), pp.123-148. ⟨10.5194/ascmo-12-123-2026⟩

Gorse Nathan, Roustant Olivier, Rohmer Jérémy, Idier Déborah

On the Wasserstein geodesic principal component analysis of probability measures
International Conference on Learning Representations (ICLR), Apr 2026, Rio de Janeiro, Brazil

Vesseron Nina, Cazelles Elsa, Le Brigant Alice, Klein Thierry