About me

I am a first year PhD student in the Modelisation Analysis and Simulation (MAS) pole of the CERMICS laboratory at Ecole Nationale des Ponts et Chaussées, in collaboration with IFP Energies Nouvelles (IFPEN). I am working under the supervision of Virginie Ehrlacher (CERMICS) and Guillaume Enchéry (IFPEN).

I am also a member of the MATHERIALS team at Inria Paris.

PhD research

I am working on the development of new methods for model reduction to accelerate simulations for predicting the evolution of CO2 injection in underground reservoirs.

The associated models are formulated as flow equations in porous media with the presence of faults, leading to parameterized variational inequalities. The goal is to rapidly obtain an approximation of the solution for a wide range of parameter values that the problem depends on (fault network geometry, geological composition of the subsurface, etc.). The model reduction methods considered are non-linear approaches implementing neural networks and greedy algorithms.

Education

• 2024-2027: CERMICS, Ecole Nationale des Ponts et Chaussées, PhD in Applied Mathematics
• 2023-2024: Ecole Normale Supérieure Paris-Saclay, Master Mathématiques, Vision, Apprentissage (MVA)
• 2020-2024: Ecole Nationale des Ponts et Chaussées, Applied Mathematics and Computer Science, Engineering degree

Teaching

• Nov 2024 - Jan 2025: Teaching assistant for the course 1AEDP (Analysis and Partial Differential Equations) at Ecole Nationale des Ponts et Chaussées

Academic events

• CEA–EDF–Inria Summer Schools on model reduction, July 2024 - EDF Lab, Palaiseau, France - Attendee
• Workshop SciML on Scientific Machine Learning, June 2024 - Strasbourg University, France - Poster presentation

Contact

Address:

CERMICS, Ecole Nationale des Ponts et Chaussées

6-8 avenue Blaise Pascal

Cité Descartes - Champs-sur-Marne

77455 Marne-la-Vallée Cedex 2

France

Email: [first name].[last name]@enpc.fr