Teaching

Doctoral

ALERT Geomaterials Olek Zienkiewicz School on Constitutive Modelling of Geomaterials | 2025

Introduction to Machine Learning and Constitutive modelling meets Machine Learning.
Material: programme and code and exercises.

ALERT Geomaterials Doctoral School on Machine Learning in Geomechanics | 2023

Introduction to Regression Methods and Physics-Informed and Thermodynamics-Based Neural Networks.
Material: course book and slides/code and exercises.

Computational Structural Mechanics Association Junior Workshop | 2022

Deep learning, simulation temps réel et réduction de modèles.
Material: website and code and exercises.

Master and bachelor

Univ. Grenoble Alpes (UGA)

Machine learning for Physics (2026-.) · Master (MSIAM/ENSIMAG) · Course coordinator and lecturer
Machine learning for Mechanics (2026-.) · Master (MGCER) · Course coordinator and lecturer
Introduction to‌ numerical methods (2025) · Bachelor (L3M/L3MAA) · Lecturer

École Centrale de Nantes (ECN)

Experimental imaging analysis for engineers (2020–2023) · Master · Course coordinator and lecturer
Continuum mechanics (2021–2022) · Bachelor · Lecturer

École nationale des ponts et chaussées (ENPC)

Advanced computational mechanics (2018–2019) · Master · Lecturer
Computational mechanics (2018–2019) · Bachelor · Lecturer