Talks
Talks and Presentations
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DL for Physical Dynamics: Physics-DL Hybrid Modeling and Continuous Modeling
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Seminar at Valeo.ai
Jan 25, 2024
Physics-Aware DL and Dynamical Systems: Hybrid Modeling and Generalization
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Seminar of UMR MIA Paris-Saclay, at AgroParisTech
Nov 30, 2023
Physics-Aware DL and Dynamical Systems: Hybrid Modeling and Generalization
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Seminar of Team MCS of LAGA, at Université Sorbonne Paris Nord (Paris-13)
Nov 20, 2023
Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting
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Tutorial at ECML-PKDD 2023
Sep 22, 2023
Introduction to Physics-Aware Deep Learning
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PhD Defense
Jun 28, 2023
Physics-Aware DL and Dynamical Systems: Hybrid Modeling and Generalization
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Seminar of Signal Processing Laboratory (LTS4) at EPFL
May 4, 2023
Generalizing to New Physical Systems via Context-Informed Dynamics Model and Continuous PDE Dynamics Forecasting with Implicit Neural Representations
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Spotlight Conference Presentation at ICLR 2023
May 3, 2023
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
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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
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SIG LearnFluidS, at ∂’Alembert, Sorbonne Université
Mar 27, 2023
Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting
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Medical Biology Engineers Day of AP-HP
Mar 23, 2023
Deploying Machine Learning Systems for Real-World Problems
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Seminar at Criteo AI Lab
Nov 28, 2022
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
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Seminar Sorbonne-ISAE-CERFACS
Oct 18, 2022
Augmenting Physical Models with Deep Nets for Complex Dynamics Forecasting
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Spotlight Conference Presentation at ICML 2022
Jul 19, 2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model
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Seminar at Extrality
Feb 8, 2022
Improving Generalization for Dynamical Systems Learning
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Conference Presentation at NeurIPS 2021 and NeurIPS@Paris 2021
Dec 8, 2021
Learning Dynamical Systems that Generalize Across Environments
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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