Talks
Talks and Presentations

DL for Physical Dynamics: PhysicsDL Hybrid Modeling and Continuous Modeling

Seminar at Valeo.ai
Jan 25, 2024
PhysicsAware DL and Dynamical Systems: Hybrid Modeling and Generalization

Seminar of UMR MIA ParisSaclay, at AgroParisTech
Nov 30, 2023
PhysicsAware DL and Dynamical Systems: Hybrid Modeling and Generalization

Seminar of Team MCS of LAGA, at Université Sorbonne Paris Nord (Paris13)
Nov 20, 2023
Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting

Tutorial at ECMLPKDD 2023
Sep 22, 2023
Introduction to PhysicsAware Deep Learning

PhD Defense
Jun 28, 2023
PhysicsAware DL and Dynamical Systems: Hybrid Modeling and Generalization

Seminar of Signal Processing Laboratory (LTS4) at EPFL
May 4, 2023
Generalizing to New Physical Systems via ContextInformed Dynamics Model and Continuous PDE Dynamics Forecasting with Implicit Neural Representations

Spotlight Conference Presentation at ICLR 2023
May 3, 2023
Continuous PDE Dynamics Forecasting with Implicit Neural Representations

AI4Science Talks, at Machine Learning for Simulation Lab at University of Stuttgart and NEC Labs Europe
Apr 17, 2023
Continuous PDE Dynamics Forecasting with Implicit Neural Representations

SIG LearnFluidS, at ∂’Alembert, Sorbonne Université
Mar 27, 2023
Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting

Medical Biology Engineers Day of APHP
Mar 23, 2023
Deploying Machine Learning Systems for RealWorld Problems

Seminar at Criteo AI Lab
Nov 28, 2022
Continuous PDE Dynamics Forecasting with Implicit Neural Representations

Seminar SorbonneISAECERFACS
Oct 18, 2022
Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting

Spotlight Conference Presentation at ICML 2022
Jul 19, 2022
Generalizing to New Physical Systems via ContextInformed Dynamics Model

Seminar at Extrality
Feb 8, 2022
Improving Generalization for Dynamical Systems Learning

Conference Presentation at NeurIPS 2021 and NeurIPS@Paris 2021
Dec 8, 2021
Learning Dynamical Systems that Generalize Across Environments

AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physics Sciences (MLPS)
Mar 22, 2021
Learning Dynamical Systems that Generalize Across Environments