Publications

2025

• Rank-based Linear-Quadratic Surrogate Assisted CMA-ES
  
  • Gharafi Mohamed
  • Hansen Nikolaus
  • Le Riche Rodolphe
  • Brockhoff Dimo
  , 2025.
• On Teacher Hacking in Language Model Distillation
  
  • Tiapkin Daniil
  • Calandriello Daniele
  • Ferret Johan
  • Perrin Sarah
  • Vieillard Nino
  • Ramé Alexandre
  • Blondel Mathieu
  , 2025.
• Revisiting Non-Acyclic GFlowNets in Discrete Environments
  
  • Morozov Nikita
  • Maksimov Ian
  • Tiapkin Daniil
  • Samsonov Sergey
  , 2025. (10.48550/arXiv.2502.07735)
  DOI : 10.48550/arXiv.2502.07735
• Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean-Field Games
  
  • Ocello Antonio
  • Tiapkin Daniil
  • Mancini Lorenzo
  • Laurière Mathieu
  • Moulines Eric
  , 2025. (10.48550/arXiv.2505.22781)
  DOI : 10.48550/arXiv.2505.22781
• High Performance Parallel Solvers for the time-harmonic Maxwell Equations
  
  • Fressart Elise
  • Dubois Sébastien
  • Gouarin Loïc
  • Massot Marc
  • Nowak Michel
  • Spillane Nicole
  , 2025.
• On Global Convergence Rates for Federated Policy Gradient under Heterogeneous Environment
  
  • Labbi Safwan
  • Mangold Paul
  • Tiapkin Daniil
  • Moulines Eric
  , 2025. (10.48550/arXiv.2505.23459)
  DOI : 10.48550/arXiv.2505.23459
• Large-Eddy simulation of solid/fluid heat and mass transfer applied to the thermal degradation of composite materials
  
  • Grenouilloux Adrien
  • Bioche Kévin
  • Dellinger Nicolas
  • Letournel Roxane
  • Bechane Yacine
  • Moureau Vincent
  , 2025.
• Improving GFlowNets with Monte Carlo Tree Search
  
  • Morozov Nikita
  • Tiapkin Daniil
  • Samsonov Sergey
  • Naumov Alexey
  • Vetrov Dmitry
  , 2024. (10.48550/arXiv.2406.13655)
  DOI : 10.48550/arXiv.2406.13655
• Contribution to the study of the mean field games master equation
  
  • Meynard Charles
  , 2025.
• High-order adaptive multi-domain time integration scheme for microscale lithium-ion batteries simulations
  
  • Asad Ali
  • de Loubens Romain
  • François Laurent
  • Massot Marc
  SMAI Journal of Computational Mathematics, Société de Mathématiques Appliquées et Industrielles (SMAI), 2025, 11, pp.369-404. (10.5802/smai-jcm.128)
  DOI : 10.5802/smai-jcm.128
• Exponentially Fading Memory Signature
  
  • Abi Jaber Eduardo
  • Sotnikov Dimitri
  , 2025.
• Longest increasing subsequences for distributions with atoms, and an inhomogeneous Hammersley process
  
  • Basdevant Anne-Laure
  • Gerin Lucas
  • Marivain Maxime
  , 2025.
• Stochastic and deterministic approaches for studying telomere shortening and other cell dynamics
  
  • Olayé Jules
  , 2025.
• From random matrices to systems of particles in interaction
  
  • Pesce Valentin
  , 2025.
• A quantitative comparison of high-order asymptotic-preserving and asymptotically-accurate IMEX methods for the Euler equations with non-ideal gases
  
  • Orlando Giuseppe
  • Boscarino Sebastiano
  • Russo Giovanni
  Computer Methods in Applied Mechanics and Engineering, Elsevier, 2025, 442, pp.118037. (10.1016/j.cma.2025.118037)
  DOI : 10.1016/j.cma.2025.118037
• Spatio-temporal thermalization and adiabatic cooling of guided light waves
  
  • Zanaglia Lucas
  • Garnier Josselin
  • Carusotto Iacopo
  • Doya Valérie
  • Michel Claire
  • Picozzi Antonio
  , 2025. (10.48550/arXiv.2506.23536)
  DOI : 10.48550/arXiv.2506.23536
• Computer-assisted proofs for differential equations and dynamical systems
  
  • Breden Maxime
  , 2025.
• On random 3/2-stable maps
  
  • Kammerer Emmanuel
  , 2025.
• Robust calibration of an air-carbon ablation model employing Plasmatron and molecular beam data
  
  • Piro Vittorio
  • Capriati Michele
  • Bariselli Federico
  • Congedo Pietro Marco
  • Magin Thierry E.
  , 2025.
• A sequential variational Bayesian approach to Gaussian process quantile regression for optimization
  
  • Nicolas Hugo
  • Le Maître Olivier
  • Congedo Pietro Marco
  , 2025.
• On measure-valued solutions for a structured population model with transfers
  
  • Magal Pierre
  • Raoul Gaël
  , 2025.
• Long-time behaviors of dynamics with mean field interactions
  
  • Wang Songbo
  , 2025.
• Open-Canopy: Towards Very High Resolution Forest Monitoring
  
  • Fogel Fajwel
  • Perron Yohann
  • Besic Nikola
  • Saint-André Laurent
  • Pellissier-Tanon Agnès
  • Schwartz Martin
  • Boudras Thomas
  • Fayad Ibrahim
  • d'Aspremont Alexandre
  • Landrieu Loic
  • Ciais Philippe
  , 2025. (10.1109/CVPR52734.2025.00138)
  DOI : 10.1109/CVPR52734.2025.00138
• Wave turbulence, thermalization and multimode locking in optical fibers
  
  • Ferraro M.
  • Baudin K.
  • Gervaziev M.
  • Fusaro A.
  • Picozzi Antonio
  • Garnier J.
  • Millot G.
  • Kharenko D.
  • Podivilov E.
  • Babin S.
  • Mangini F.
  • Wabnitz S.
  Physica D: Nonlinear Phenomena, Elsevier, 2025, 481, pp.134758.
• Mesh Adaptation Strategies for CFD Simulations Over a Set of Operating Conditions
  
  • Dornier Hugo
  • Le Maître Olivier P
  • Congedo Pietro Marco
  • Salah El Din Itham
  • Bourasseau Sébastien
  • Marty Julien
  , 2025.