Faculty members

Faculty members

Within the framework of the Ecole Polytechnique's Human Resources, the following faculty positions are subject to the following translations:

  • Full professor = Professeur de Classe Exceptionnelle (PRCE in the French national academic system)
  • Associate professor = Professeur (PR1 and PR2)
  • Assistant professor = Professeur Assistant (MCF)

Chair

Emmanuel Gobet, Full Professor

Teacher portrait

Keywords : Stochastic simulation, Statistical learning, Risk management, Climate change

Vice-Chairs

Josselin Garnier, Full Professor

Keywords : Probability, Inverse problems, Multiscale analysis, Uncertainty quantification

Marc Massot, Full Professor

Keywords : Numerical analysis, High Performance Computing, Mathematical Modeling of multiscale problems, Partial Differential Equations, Analysis and Simulation of multiscale fluid flows

Resident Faculty Members

Grégoire Allaire, Full Professor

Teacher portrait

Keywords : Partial differential equations, numerical analysis, optimization, homogenization and multiscale modeling, optimal design of structures

Xavier Allamigeon, Part time Associate Professor

Keywords : Optimization, Tropical Geometry, Combinatorics, Algorithmic game theory, Formalization of mathematics

François Alouges, Full Professor

Keywords : Partial Differential Equations, Numerical Analysis, Signal Processing, Control Theory

Samuel Amstutz, Associate Professor

Keywords : Shape optimization, Optimization, Partial differential equations, Continuum mechanics

Vincent Bansaye, Associate Professor

Teacher portrait

Keywords : Stochastic processes, Mathematical biology, Random trees and graphs, Population dynamics, Analysis

Thierry Bodineau, Part time Full Professor

Keywords : Probability, Particle systems, Statistical mechanics

Beniamin Bogosel, Assistant Professor

Keywords : Shape Optimization, Spectral problems, Numerical Analysis, Optimal design of structures

Maxime Breden, Assistant Professor

Keywords : Computer-assisted proofs, Partial differential equations, Dynamical systems, Numerical Analysis

Lucas Chesnel, Part time Assistant Professor

Keywords : Partial Differential Equations, Numerical analysis, Waves propagation, Asymptotic analysis, Electromagnetism

Giovanni Conforti, Assistant Professor (HDR)

Keywords : Probability, Particle systems, optimal transport

Anne De Bouard, Part time Associate Professor

Keywords : Stochastic Partial Differential Equations, Dispersive waves, Numerical Analysis, Nonlinear Optics, Micromagnetism

Stéfano De Marco, Assistant Professor

Keywords : Probability, Mathematical Finance, Stochastic simulation

Aymeric Dieuleveut, Assistant Professor (Monge)

Keywords : Machine learning, Federated Learning, Stochastic Optimization, Statistics

Mao Fabrice Djete, Assistant Professor

Keywords : Probability, Stochastic control, Differential games, Financial mathematics, Monte Carlo methods

 

El Mahdi El Mhamdi, Assistant Professor (Monge)

Keywords : Distributed systems, distributed learning, robustness

Rémi Flamary, Associate Professor

Teacher portrait

Keywords : Machine learning, Optimal transport, Signal processing, Domain adaptation, Sparse optimization

Marylou Gabrié, Assistant Professor (Monge)

Keywords : Machine Learning, Statistical Mechanics, Monte-Carlo Methods

Stéphane Gaubert, Part time Full Professor

Keywords : Operations research, Tropical geometry, Discrete optimization, Zero-sum games, Positive dynamical systems

Lucas Gerin, Assistant Professor (HDR)

Teacher portrait

Keywords : Probability, Statistical Mechanics, Combinatorics, Random Graphs, Particle Systems

Igor Kortchemski, Part time Associate Professor

Keywords : Probability, Random combinatorial structures, Scaling limits

Erwan Le Pennec, Associate Professor

Keywords : Machine Learning, Statistics, Signal processing

Karim Lounici, Associate Professor

Keywords : Statistical Learning, High-dimensional Statistics, Nonparametric Statistics, Spectral algorithms, Aggregation

Cyril Marzouk, Assistant Professor

Keywords : Probability, random graphs, scaling limits

Sylvie Méléard, Full Professor

Keywords : Probability, Particle systems, Measure-valued processes, Mathematical biology

Eric Moulines, Full Professor

Keywords : Computational Statistics, Probabilistic Machine Learning, Data-centric engineering, Statistical Signal Processing, Markov chains / processes

Flore Nabet, Assistant Professor

Keywords : Numerical analysis, Partial differential equations, Computational mechanics

Teddy Pichard, Assistant Professor

Keywords : Numerical analysis, partial differential equations, kinetic and moment models, scientific computing

Clément Rey, Assistant Professor

Keywords : Numerical Probability, Stochastic analysis, Stochastic modelling, Markov processes

Mathieu Rosenbaum, Full Professor

Keywords : Quantitative Finance, Statistics, Stochastic processes, Machine learning

Erwan Scornet, Assistant Professor (HDR)

Keywords : Machine Learning, Non parametric estimation, Random Forests, Interpretability, Causality

Nicole Spillane, Part time Assistant Professor

Keywords : High performance computing, Domain Decomposiition, Numerical Linear Algebra

Nizar Touzi, Full Professor

Keywords : Probability, Stochastic control, Differential games, Financial mathematics, Monte Carlo methods

Non-Resident Faculty Members

Aurélien Alfonsi, Part time Associate Professor

Keywords : Numerical probability, Financial and insurance modelling, Monte-Carlo methods, Financial risks, Optimal transport

Stéphanie Allassonnière, Part time Associate Professor

Keywords : Statistical modeling, stochastic optimization, Medical data

Ugo Boscain, Part time Associate Professor

Keywords : Geometric Control Theory, Quantum Control, sub-Riemannian geometry, Image and sound processing

Julien Chiquet, Part time Associate Professor

Keywords : Statistics, Machine Learning, Applications to life sciences, Reproducible research

Laurent Denis, Part time Associate Professor

Keywords : Malliavin Calculus, Model Uncertainty in Finance, Stochastic Partial Differential Equations

Randal Douc, Part time Associate Professor

Keywords : Computational statistics, Markov chains, Latent variable models, Monte Carlo algorithms

Marie Doumic, Part time Associate Professor

Keywords : Analysis of PDEs, Inverse problems, Analysis of experimental data in molecular biology

Alexandre Ern, Part time Associate Professor

Keywords : Numerical analysis, Partial differential equations, Computational mechanics, Finite elements

Gersende Fort, Part time Associate Professor

Keywords : Statistical Learning, Stochastic Optimization, Monte Carlo methods, Bayesian inverse problems

Sébastien Gadat, Part time Associate Professor

Keywords : Statistical Learning, Stochastic Optimization, Applied probability

Jean-Frédéric Gerbeau, Part time Associate Professor

Keywords : Partial Differential Equation, Scientific Computing, Computational mechanics, Numerical analysis, Cardiovascular modelling

Michael Goldman, Part time Associate Professor

Keywords : Calculus of Variations, Optimal transport, Partial Differential Equations

Eric Gourdin, Part time Associate Professor

Keywords : Optimization, Performance evaluation, Traffic Modelling, Ressources Modelling

Nathael Gozlan, Part time Associate Professor

Keywords : Probability, Optimal transport, Functional inequalities, Concentration of measure

Arnaud Guyader, Part time Associate Professor

Keywords : Mathematical Statistics, Numerical Probability, Monte Carlo Methods

Pierre Latouche, Part time Associate Professor

Keywords : Computational Statistics, Probabilistic Machine Learning, Statistical Learning

Sylvain Le Corff, Part time Associate Professor

Keywords : Computational Statistics, Monte Carlo methods, Latent variable models

Marc Lelarge, Part time Associate Professor

Keywords : Deep Learning, Graphs and Networks, Scientific Machie Learning, Probability and Statistics

Tony Lelièvre, Part time Associate Professor

Teacher portrait

Keywords : Partial Differential Equation, Monte Carlo methods, Scientific Computing, Computational Statistical Physics

Matthieu Lerasle, Part time Associate Professor

Keywords : Mathematical statistics, Machine Learning, High dimensional probability

Laurent Massoulié, Part time Associate Professor

Keywords : Distributed systems and networks, Unsupervised learning, Distributed machine learning

Eric Matzner, Part time Associate Professor

Keywords : Non parametric statistics, Machine Learning, Data Science

Frédéric Meunier, Part time Associate Professor

Keywords : Operations Research, Discrete Optimization, Combinatorics

Katia Meziani, Part time Assistant Professor

Keywords : Statistical Learning, High-dimensional Statistics, Nonparametric Statistics, Deep learning, Quantum statistics

Mazyar Mirrahimi, Part time Associate Professor

Keywords : Quantum Information, Quantum control, Nonlinear control

Edouard Oyallon, Part time Assistant Professor

Keywords : Machine Learning , Deep Learning, Statistical Signal Processing

Tabea Rebafka, Part time Assistant Professor

Keywords : Random graph models, Machine Learning, Nonparametric statistics

Geneviève Robin, Part time Assistant Professor

Keywords : High-dimensional statistical learning, Bayesian learning, Network analysis and graphical model inference, Medical and ecological data analysis

Maxime Sangnier, Part time Assistant Professor

Keywords : Machine learning, Numerical optimization

Arvind Singh, Part time Associate Professor

Keywords : Probability, Statistical mechanics, Random media, Self-interacting processes

Amandine Veber, Part time Associate Professor

Keywords : Measure-valued stochastic processes, coalescent theory, modelling in life sciences, branching processes

Anne-Françoise Yao, Part time Associate Professor

Keywords : Convex Optimization, Stochastic Optimization, Optimal Transport, Finance