Teaching

Doctoral

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

Introduction to Machine Learning and Constitutive modelling meets Machine Learning.
Material: program and codes.

ALERT Geomaterials doctoral school on Machine Learning in Geomechanics | 2023

Introduction to Regression Methods and Physics-Informed and Thermodynamics-Based Neural Networks.
Material: book and hands-on exercises.

Computational Structural Mechanics Association Junior workshop | 2022

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

Master and bachelor

Univ. Grenoble Alpes

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

École Centrale de Nantes

Experimental imaging analysis for engineers (2020–2023) · Master · Responsible
Continuum mechanics (2021–2022) · Bachelor · Lecturer

École des Ponts

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