Seminars and presentations

Talks

  1. talk Jan 31, 2024

    Workshop "Mathematical Foundations of AI", at DATAIA-SCAI

    DL for Physical Dynamics: Physics-DL Hybrid Modeling and Continuous Modeling

  2. seminar Jan 25, 2024

    Seminar at Valeo.ai

    Physics-Aware DL and Dynamical Systems: Hybrid Modeling and Generalization

  3. seminar Nov 30, 2023

    Seminar of UMR MIA Paris-Saclay, at AgroParisTech

    Physics-Aware DL and Dynamical Systems: Hybrid Modeling and Generalization

  4. seminar Nov 20, 2023

    Seminar of Team MCS of LAGA, at Université Sorbonne Paris Nord (Paris-13)

    Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting

  5. talk Sep 22, 2023

    Tutorial at ECML-PKDD 2023

    Introduction to Physics-Aware Deep Learning

  6. talk Jun 28, 2023

    PhD Defense

    Physics-Aware DL and Dynamical Systems: Hybrid Modeling and Generalization

  7. seminar May 4, 2023

    Seminar of Signal Processing Laboratory (LTS4) at EPFL

    Generalizing to New Physical Systems via Context-Informed Dynamics Model and Continuous PDE Dynamics Forecasting with Implicit Neural Representations

  8. conference presentation May 3, 2023

    Spotlight Conference Presentation at ICLR 2023

    Continuous PDE Dynamics Forecasting with Implicit Neural Representations

  9. talk Apr 17, 2023

    AI4Science Talks, at Machine Learning for Simulation Lab at University of Stuttgart and NEC Labs Europe

    Continuous PDE Dynamics Forecasting with Implicit Neural Representations

  10. seminar Mar 27, 2023

    SIG LearnFluidS, at ∂’Alembert, Sorbonne Université

    Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting

  11. talk Mar 23, 2023

    Medical Biology Engineers Day of AP-HP

    Deploying Machine Learning Systems for Real-World Problems

  12. seminar Nov 28, 2022

    Seminar at Criteo AI Lab

    Continuous PDE Dynamics Forecasting with Implicit Neural Representations

  13. seminar Oct 18, 2022

    Seminar Sorbonne-ISAE-CERFACS

    Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting

  14. conference presentation Jul 19, 2022

    Spotlight Conference Presentation at ICML 2022

    Generalizing to New Physical Systems via Context-Informed Dynamics Model

  15. seminar Feb 8, 2022

    Seminar at Extrality (Now Ansys AI)

    Improving Generalization for Dynamical Systems Learning

  16. conference presentation Dec 8, 2021

    Conference Presentation at NeurIPS 2021 and NeurIPS@Paris 2021

    Learning Dynamical Systems that Generalize Across Environments

  17. conference presentation Mar 22, 2021

    AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physics Sciences (MLPS)

    Learning Dynamical Systems that Generalize Across Environments