Publications

2021

• Monotone solutions for mean field games master equations : finite state space and optimal stopping
  
  • Bertucci Charles
  Journal de l'École polytechnique — Mathématiques, École polytechnique, 2021, 8, pp.1099-1132. (10.5802/jep.167)
  DOI : 10.5802/jep.167
• Optimal potential functions for the interacting particle system method
  
  • Garnier Josselin
  • Chraibi Hassane
  • Dutfoy Anne
  • Galtier Thomas
  Monte Carlo Methods and Applications, De Gruyter, 2021, 27 (2), pp.137-152. (10.1515/mcma-2021-2086)
  DOI : 10.1515/mcma-2021-2086
• Insights from the Future for Continual Learning
  
  • Douillard Arthur
  • Valle Eduardo
  • Ollion Charles
  • Robert Thomas
  • Cord Matthieu
  , 2021, pp.3477-3486. (10.1109/CVPRW53098.2021.00387)
  DOI : 10.1109/CVPRW53098.2021.00387
• Decentralized Stochastic Control of Heterogeneous Energy Systems
  
  • Gobet Emmanuel
  • Grangereau Maxime
  , 2021.
• refined-weissman
  
  • Allouche Michaël
  • El Methni Jonathan
  • Girard Stéphane
  , 2021.
• Foreword to the Special Issue "Inverse problems and nonlinear phenomena
  
  • Hasanov Hasanoglu Alemdar
  • Novikov Roman
  • Shananin Alexander
  • Taimanov Iskander
  Journal of Inverse and Ill-posed Problems, De Gruyter, 2021, 29 (3), pp.317. (10.1515/jiip-2021-2078)
  DOI : 10.1515/jiip-2021-2078
• Mathematical modeling for market making and related problems of financial liquidity: a song of assets and traders.
  
  • Bergault Philippe
  , 2021.
• Stress minimization for lattice structures. Part I: Micro-structure design
  
  • Ferrer A.
  • Geoffroy-Donders P.
  • Allaire Grégoire
  Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Royal Society, The, 2021, 379 (2201), pp.20200109. (10.1098/rsta.2020.0109)
  DOI : 10.1098/rsta.2020.0109
• Estimation of the tail-index and extreme quantiles from a mixture of heavy-tailed distributions
  
  • Girard Stéphane
  • Gobet Emmanuel
  , 2021, pp.1.
• Energy and wave-action flows underlying Rayleigh-Jeans thermalization of optical waves propagating in a multimode fiber
  
  • Baudin K
  • Fusaro A
  • Garnier J
  • Berti N
  • Krupa K
  • Carusotto I
  • Rica S
  • Millot G
  • Picozzi Antonio
  EPL - Europhysics Letters, European Physical Society / EDP Sciences / Società Italiana di Fisica / IOP Publishing, 2021, 134 (1), pp.14001. (10.1209/0295-5075/134/14001)
  DOI : 10.1209/0295-5075/134/14001
• High order time integration and mesh adaptation with error control for incompressible Navier-Stokes and scalar transport resolution on dual grids
  
  • N'Guessan Marc-Arthur
  • Massot Marc
  • Series Laurent
  • Tenaud Christian
  Journal of Computational and Applied Mathematics, Elsevier, 2021, 387, pp.112542. (10.1016/j.cam.2019.112542)
  DOI : 10.1016/j.cam.2019.112542
• Quantitative finance at the microstructure scale : algorithmic trading and regulation
  
  • Baldacci Bastien
  , 2021.
• Large fluctuations in multi-scale modeling for rest hematopoiesis
  
  • Bonnet Céline
  • Méléard Sylvie
  Journal of Mathematical Biology, Springer, 2021, 82 (6), pp.58. (10.1007/s00285-021-01611-4)
  DOI : 10.1007/s00285-021-01611-4
• Discrete-time mean field games with risk-averse agents
  
  • Bonnans Frédéric J
  • Lavigne Pierre
  • Pfeiffer Laurent
  ESAIM: Control, Optimisation and Calculus of Variations, EDP Sciences, 2021. (10.1051/cocv/2021044)
  DOI : 10.1051/cocv/2021044
• Availability of the Molecular Switch XylR Controls Phenotypic Heterogeneity and Lag Duration during Escherichia coli Adaptation from Glucose to Xylose
  
  • Enjalbert Brice
  • Barthe Manon
  • Tchouanti Josué
  • Gomes Pédro Henrique
  • Bideaux Carine
  • Lestrade Delphine
  • Graham Carl
  • Steyer Jean-Philippe
  • Meleard Sylvie
  • Harmand Jérome
  • Gorret Nathalie
  • Cocaign-Bousquet Muriel
  , 2021.
• 蒙特卡罗方法与随机过程：从线性到非线性
  
  • Gobet Emmanuel
  , 2021.
• Machine learning for large observational datasets in healthcare
  
  • Morel Maryan
  , 2021.
• A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data
  
  • Antonello Federico
  • Baraldi Piero
  • Shokry Ahmed
  • Zio Enrico
  • Gentile Ugo
  • Serio Luigi
  Expert Systems with Applications, Elsevier, 2021, 170, pp.114560. (10.1016/j.eswa.2021.114560)
  DOI : 10.1016/j.eswa.2021.114560
• On conditioning a self-similar growth-fragmentation by its intrinsic area
  
  • Bertoin Jean
  • Curien Nicolas
  • Kortchemski Igor
  Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institut Henri Poincaré (IHP), 2021, 57 (2). (10.1214/20-AIHP1110)
  DOI : 10.1214/20-AIHP1110
• Predicting the propagation of COVID-19 at an international scale: extension of an SIR model
  
  • Lavielle Marc
  • Faron Matthieu
  • Lefevre Jérémie H
  • Zeitoun Jean-David
  BMJ Open, BMJ Publishing Group, 2021, 11 (5), pp.e041472. (10.1136/bmjopen-2020-041472)
  DOI : 10.1136/bmjopen-2020-041472
• Association rules extraction for the identification of functional dependencies in complex technical infrastructures
  
  • Antonello Federico
  • Baraldi Piero
  • Shokry Ahmed
  • Zio Enrico
  • Gentile Ugo
  • Serio Luigi
  Reliability Engineering and System Safety, Elsevier, 2021, 209, pp.107305. (10.1016/j.ress.2020.107305)
  DOI : 10.1016/j.ress.2020.107305
• Asymptotic analysis of different covariance matrices estimation for minimum variance portfolio
  
  • Chamakh Linda
  • Gobet Emmanuel
  • Lemor Jean-Philippe
  , 2021.
• On Real-time Management of On-board Ice Protection Systems by means of Machine Learning
  
  • Arizmendi Bárbara
  • Bellosta Tommaso
  • del Val Anabel
  • Gori Giulio
  • Reis João
  • Prazeres Mariana
  , 2021.
• Interpretable Random Forests via Rule Extraction
  
  • Bénard Clément
  • Biau Gérard
  • da Veiga Sébastien
  • Scornet Erwan
  , 2021, 130, pp.937-945. (10.48550/arXiv.2004.14841)
  DOI : 10.48550/arXiv.2004.14841
• On Riemannian Stochastic Approximation Schemes with Fixed Step-Size
  
  • Durmus Alain
  • Jiménez Pablo
  • Moulines Éric
  • Said Salem
  , 2021, 130. (10.48550/arXiv.2102.07586)
  DOI : 10.48550/arXiv.2102.07586