Publications

2023

• Entropic Fictitious Play for Mean Field Optimization Problem
  
  • Chen Fan
  • Ren Zhenjie
  • Wang Songbo
  Journal of Machine Learning Research, Microtome Publishing, 2023, 24, pp.no. 211.
• Optimal monetary policy in an estimated SIR model
  
  • Benmir Ghassane
  • Jaccard Ivan
  • Vermandel Gauthier
  European Economic Review, Elsevier, 2023, 156, pp.104502. (10.1016/j.euroecorev.2023.104502)
  DOI : 10.1016/j.euroecorev.2023.104502
• Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection
  
  • Bouche Dimitri
  • Flamary Rémi
  • D’alché-Buc Florence
  • Plougonven Riwal
  • Clausel Marianne
  • Badosa Jordi
  • Drobinski Philippe
  Renewable Energy, Elsevier, 2023, 211, pp.938-947. (10.1016/j.renene.2023.05.005)
  DOI : 10.1016/j.renene.2023.05.005
• Accessibility constraints in structural optimization via distance functions
  
  • Allaire Grégoire
  • Bihr Martin
  • Bogosel Beniamin
  • Godoy Matías
  Journal of Computational Physics, Elsevier, 2023, 484, pp.112083. (10.1016/j.jcp.2023.112083)
  DOI : 10.1016/j.jcp.2023.112083
• Results on the Spectral Stability of Standing Wave Solutions of the Soler Model in 1-D
  
  • Aldunate Danko
  • Ricaud Julien
  • Stockmeyer Edgardo
  • van den Bosch Hanne
  Communications in Mathematical Physics, Springer Verlag, 2023, 401 (1), pp.227--273. (10.1007/s00220-023-04646-4)
  DOI : 10.1007/s00220-023-04646-4
• Error estimates of a theta-scheme for second-order mean field games
  
  • Bonnans Joseph Frédéric
  • Liu Kang
  • Pfeiffer Laurent
  ESAIM: Mathematical Modelling and Numerical Analysis, Société de Mathématiques Appliquées et Industrielles (SMAI), 2023, 57 (4), pp.2493-2528. (10.1051/m2an/2023059)
  DOI : 10.1051/m2an/2023059
• A second-order accurate numerical scheme for a time-fractional Fokker–Planck equation
  
  • Mustapha Kassem
  • Knio Omar
  • Le Maître Olivier
  IMA Journal of Numerical Analysis, Oxford University Press (OUP), 2023. (10.1093/imanum/drac031)
  DOI : 10.1093/imanum/drac031
• Analysis of Stochastic Algorithms for Sampling and Riemannian Approximation
  
  • Jiménez Pablo
  , 2023.
• Large population limit for a multilayer SIR model including households and workplaces
  
  • Kubasch Madeleine
  , 2023.
• Generalizing a causal effect from a trial to a target population : methodological and theoretical contributions
  
  • Colnet Bénédicte
  , 2023.
• Some application of machine learning in quantitative finance : model calibration, volatility formation mechanism and news screening
  
  • Zhang Jianfei
  , 2023.
• Unbalanced CO-Optimal Transport
  
  • Tran Quang Huy
  • Janati Hicham
  • Courty Nicolas
  • Flamary Rémi
  • Redko Ievgen
  • Demetci Pinar
  • Singh Ritambhara
  Proceedings of the AAAI Conference on Artificial Intelligence, 2023, 37 (8), pp.10006-10016. (10.1609/aaai.v37i8.26193)
  DOI : 10.1609/aaai.v37i8.26193
• Estimation of extreme quantiles from heavy-tailed distributions with neural networks
  
  • Allouche Michaël
  • Girard Stéphane
  • Gobet Emmanuel
  , 2023.
• Properties of Discrete Sliced Wasserstein Losses
  
  • Tanguy Eloi
  • Flamary Rémi
  • Delon Julie
  Mathematics of Computation, American Mathematical Society, 2023. (https://doi.org/10.1090/mcom/3994)
  DOI : https://doi.org/10.1090/mcom/3994
• Moments approaches for asymptotic inverse problems of depolymerisation and fragmentation systems
  
  • Doumic Marie
  , 2024.
• Damping optimization of viscoelastic thin structures, application and analysis
  
  • Joubert Antoni
  • Allaire Grégoire
  • Amstutz Samuel
  • Diani Julie
  Structural and Multidisciplinary Optimization, Springer Verlag, 2023, 66 (7), pp.149. (10.1007/s00158-023-03602-z)
  DOI : 10.1007/s00158-023-03602-z
• Gradient estimates for the Schrödinger potentials: convergence to the Brenier map and quantitative stability
  
  • Chiarini Alberto
  • Conforti Giovanni
  • Greco Giacomo
  • Tamanini Luca
  Communications in Partial Differential Equations, Taylor & Francis, 2023, 48 (6), pp.895-943. (10.1080/03605302.2023.2215527)
  DOI : 10.1080/03605302.2023.2215527
• Adaptive importance sampling based on fault tree analysis for piecewise deterministic Markov process
  
  • Chennetier Guillaume
  • Chraibi Hassane
  • Dutfoy Anne
  • Garnier Josselin
  , 2023.
• Influence of the choice of the seismic intensity measure on fragility curves estimation in a bayesian framework based on reference prior
  
  • Van Biesbroeck Antoine
  • Gauchy Clément
  • Feau Cyril
  • Garnier Josselin
  , 2023, pp.94-111. (10.7712/120223.10327.19899)
  DOI : 10.7712/120223.10327.19899
• Analysis of the vanishing discount limit for optimal control problems in continuous and discrete time
  
  • Cannarsa Piermarco
  • Gaubert Stéphane
  • Mendico Cristian
  • Quincampoix Marc
  Mathematical Control and Related Fields, AIMS, 2023. (10.3934/mcrf.2024010)
  DOI : 10.3934/mcrf.2024010
• Entropic Optimal Planning for Path-Dependent Mean Field Games
  
  • Ren Zhenjie
  • Tan Xiaolu
  • Touzi Nizar
  • Yang Junjian
  SIAM Journal on Control and Optimization, Society for Industrial and Applied Mathematics, 2023, 61 (3), pp.1415-1437. (10.1137/22M1484444)
  DOI : 10.1137/22M1484444
• From the distributions of times of interactions to preys and predators dynamical systems
  
  • Bansaye Vincent
  • Cloez Bertrand
  Journal of Mathematical Biology, Springer, 2023, 87 (2). (10.1007/s00285-023-01925-5)
  DOI : 10.1007/s00285-023-01925-5
• Modèles structurés multi-niveaux de dynamiques épidémiques
  
  • Kubasch Madeleine
  • Bansaye Vincent
  • Deslandes François
  • Vergu Elisabeta
  , 2023.
• Large population games with interactions through controls and common noise: convergence results and equivalence between open-loop and closed-loop controls
  
  • Djete Mao Fabrice
  ESAIM: Control, Optimisation and Calculus of Variations, EDP Sciences, 2023, 29, pp.39. (10.1051/cocv/2023005)
  DOI : 10.1051/cocv/2023005
• Decentralized Finance & Blockchain Technology
  
  • Gobet Emmanuel
  • Melachrinos Anastasia
  , 2023.