Publications

2025

• A new approach for the unitary Dyson Brownian motion through the theory of viscosity solutions
  
  • Bertucci Charles
  • Pesce Valentin
  , 2025.
• ExcessGAN: simulation above extreme thresholds using Generative Adversarial Networks
  
  • Allouche Michaël
  • Girard Stéphane
  • Gobet Emmanuel
  , 2025.
• PSWF-Radon approach to reconstruction from band-limited Hankel transform
  
  • Goncharov Fedor
  • Isaev Mikhail
  • Novikov Roman
  • Zaytsev Rodion
  Applied and Computational Harmonic Analysis, Elsevier, 2025.
• A stochastic use of the Kurdyka-Lojasiewicz property: Investigation of optimization algorithms behaviours in a non-convex differentiable framework
  
  • Fest Jean-Baptiste
  • Repetti Audrey
  • Chouzenoux Emilie
  Foundations of Data Science, American Institute of Mathematical Sciences, 2025.
• Adaptive Destruction Processes for Diffusion Samplers
  
  • Gritsaev Timofei
  • Morozov Nikita
  • Tamogashev Kirill
  • Tiapkin Daniil
  • Samsonov Sergey
  • Naumov Alexey
  • Vetrov Dmitry
  • Malkin Nikolay
  , 2025. (10.48550/arXiv.2506.01541)
  DOI : 10.48550/arXiv.2506.01541
• Efficient treatment of the model error in the calibration of computer codes: the Complete Maximum a Posteriori method
  
  • Kahol Omar
  • Congedo Pietro Marco
  • Le Maitre Olivier
  • Denimal Goy Enora
  International Journal for Uncertainty Quantification, Begell House Publishers, 2025. (10.1615/Int.J.UncertaintyQuantification.2025056317)
  DOI : 10.1615/Int.J.UncertaintyQuantification.2025056317
• Partial regularity for optimal transport with $p$-cost away from fixed points
  
  • Goldman Michael
  • Koch Lukas
  Proceedings of the American Mathematical Society, American Mathematical Society, 2025.
• Crediting football players for creating dangerous actions in an unbiased way: the generation of threat (GoT) indices
  
  • Baouan Ali
  • Coustou Sebastien
  • Lacome Mathieu
  • Pulido Sergio
  • Rosenbaum Mathieu
  Journal of Quantitative Analysis in Sports, De Gruyter, 2025.
• HTGAN: Heavy-Tail GAN for Multivariate Dependent Extremes via Latent-Dimensional Control
  
  • Girard Stéphane
  • Gobet Emmanuel
  • Pachebat Jean
  International Journal of Computer Mathematics, Taylor & Francis, 2025, pp.1-41.
• Signature volatility models: pricing and hedging with Fourier
  
  • Abi Jaber Eduardo
  • Gérard Louis-Amand
  SIAM Journal on Financial Mathematics, Society for Industrial and Applied Mathematics, 2025, 16 (2). (10.1137/24M1636952)
  DOI : 10.1137/24M1636952
• Finite elements for Wasserstein $W_p$ gradient flows
  
  • Cancès Clément
  • Matthes Daniel
  • Nabet Flore
  • Rott Eva-Maria
  ESAIM: Mathematical Modelling and Numerical Analysis, Société de Mathématiques Appliquées et Industrielles (SMAI) / EDP, 2025, 59 (3), pp.1565-1600. (10.1051/m2an/2025035)
  DOI : 10.1051/m2an/2025035
• Learning homogenized hyperelastic behavior for topology optimization of lattice structures
  
  • Ribeiro Nogueira Breno
  • Allaire Grégoire
  , 2025. (10.5281/zenodo.14900138)
  DOI : 10.5281/zenodo.14900138