Thibault Faney is a project manager at IFP Energies Nouvelles in the Digital Sciences and Technologies department. His research focuses on the contribution of data science to the simulation of physical models, with particular attention to issues of solution guarantee and conservation of physical quantities. He has worked on projects relating to flows in porous media, the control and optimization of wind farms, combustion for engines and gas turbines, and molecular dynamics for the development of catalysts.