RESEARCH INTERESTS
Numerical Analysis and scientific computing.
Numerical optimization and variational problems.
Computational fluid dynamics and free surface flows.
Air quality modeling and computational chemistry.
Publications sur infoscience
A framework to solve inverse problems for parametric PDEs using adaptive finite elements and neural networks
Math Optimization for Artificial Intelligence. Heuristic and Metaheuristic Methods for Robotics and Machine Learning; De Gruyter Brill (Germany), 2025.Numerical Analysis of a Simplified Unified Model for Viscoelastic Fluids and Elastic Solids
2025. European Conference on Numerical Mathematics and Advanced Applications, Lisbon, Portugal, 2023-09-04 - 2023-09-08. p. 220 - 228. DOI : 10.1007/978-3-031-86173-4_22.Error Assessment for Finite Elements/Neural Networks Methods Applied to Parametric PDEs
Lausanne, EPFL, 2025. DOI : 10.5075/epfl-thesis-11474.A cut-cell method for the numerical simulation of 3D multiphase flows with strong interfacial effects
Journal Of Computational Physics. 2024. DOI : 10.1016/j.jcp.2024.112846.Error assessment of an adaptive finite elements-neural networks method for an elliptic parametric PDE
Computer Methods In Applied Mechanics And Engineering. 2024. DOI : 10.1016/j.cma.2024.116784.Adaptive Finite Elements with Large Aspect Ratio. Application to Aluminium Electrolysis
Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-10482.NUMERICAL APPROXIMATION OF RIGID MAPS IN ORIGAMI THEORY
Communications in Optimization Theory. 2023. DOI : 10.23952/cot.2023.8.Numerical simulation of immiscible incompressible viscous, viscoelastic and elastic multiphase flows
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-10027.An Adaptive Least-squares Algorithm for the Elliptic Monge-ampere Equation
COMPTES RENDUS MECANIQUE. 2023. DOI : 10.5802/crmeca.222.A Least-Squares Method for the Solution of the Non-smooth Prescribed Jacobian Equation
Journal Of Scientific Computing. 2022. DOI : 10.1007/s10915-022-01968-8.A splitting method for the numerical simulation of free surface flows with sediment deposition and resuspension
International Journal For Numerical Methods In Fluids. 2022. DOI : 10.1002/fld.5122.An anisotropic adaptive method for the numerical approximation of orthogonal maps
Journal Of Computational And Applied Mathematics. 2022. DOI : 10.1016/j.cam.2021.113997.Numerical simulation of sediment dynamics with free surface flows
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-8195.Numerical Methods for First and Second Order Fully Nonlinear Partial Differential Equations
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-8521.A Numerical Model For The Simulation Of Shallow Laser Surface Melting
2019. 2nd International Conference on Simulation for Additive Manufacturing (Sim-AM), Pavia, ITALY, Sep 11-13, 2019. p. 286 - 296.Numerical Approximation Of Orthogonal Maps
Siam Journal On Scientific Computing. 2019. DOI : 10.1137/19M1243683.A Least-Squares/Relaxation Method for the Numerical Solution of the Three-Dimensional Elliptic Monge-Ampere Equation
Journal Of Scientific Computing. 2018. DOI : 10.1007/s10915-018-0698-6.A semi-Lagrangian splitting method for the numerical simulation of sediment transport with free surface flows
Computers & Fluids. 2018. DOI : 10.1016/j.compfluid.2018.04.002.An octree-based adaptive semi-Lagrangian free surface flow solver
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7011.A posteriori error estimation for partial differential equations with random input data
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7260.Teaching & PhD
PhD Students
Past EPFL PhD Students as codirector
Chantal Landry, Arwa Mrad, Dimitrios Gourzoulidis, Léo Aurélio Diserens, Maude Girardin