AI4OAC2023 Tutorial by Prof. F. Rousseau on Diffusion Models., 2023/04/12: video
AI4OAC2023 Tutorial by Dr. J.E. Jonhson on Neural Fields., 2023/04/13: video
AI4OAC2023 Keynote by Prof. P. Hassanzadeh on Learning Data-driven Subgrid-scale Parameterizations: Stability, Extrapolation, and Interpretation., 2023/04/13: video
AI4OAC2023 Keynote by Prof. T. Beucler on Physically and Causally-Informed Machine Learning for Atmospheric Convection., 2023/04/13: video
AI4OAC2023 Keynote by Prof. M. Demangeot on Insight into spatial extremes and Geostatistics., 2023/04/12: video
AI4OAC2023 Keynote by Dr. K. Haynes on Addressing the calibration bottleneck using machine learning: application to the CNRM-CM6-1 climate model., 2023/04/11: video
AI4OAC2023 Keynote by Dr. R. Roehrig on Addressing the calibration bottleneck using machine learning: application to the CNRM-CM6-1 climate model., 2023/04/11: video
Webinar by Prof. M. Serrurier on Robust and Explainable Classification using Optimal Transport and 1-Lipschitz Neural Networks., 2023/03/15: video
Advanced course on Deep Learning and Geophysical Dynamics, DLGD2022: Lecture given by Dr. Nicolas Courty on Learning and Optimal Transport., 2022/11/29: video
Advanced course on Deep Learning and Geophysical Dynamics, DLGD2022: talk on Optimal Sampling Strategy by Prof. Alexandre Reiffers-Masson, 2022/11/29: video
Advanced course on Deep Learning and Geophysical Dynamics, DLGD2022: Lecture given by Dr. David Greenberg on Deep Differentiable Emulators., 2022/11/22: video
Advanced course on Deep Learning and Geophysical Dynamics, DLGD2022: Lecture given by prof. Lucas Drumetz on Deep Learning and Optimization., 2022/11/15: video
OceaniX sandbox by E Pauthenet Temperature, salinity and mixed layer depth in the Gulf Stream, reconstructed from remote sensing and in situ observations with neural networks.., 2022/03/11: video
OceaniX sandbox by JM Vient on interpolation and short-term forecasting for sea surface sediment dynamics using 4DVarNets., 2021/06/18: video
Webinar by F. Lindsten on Deep Gaussian Random Fields., 2021/06/16: video
Oceanix-Melody-IA-OAC sandbox Subgrid-scale modeling and deep learning., 2021/05/25: video
Oceanix sandbox by J. Gula on Parameterizing impacts of submesoscale processes on the ocean circulation., 2021/06/04: video
Oceanix sandbox by F. Sevellec on Interannual Climate Prediction of Surface Atmospheric Temperature., 2021/05/21: video
Oceanix webinar by G. Camps-Valls on Physics-aware Interpretable Machine learning in the Earth sciences., 2021/05/19: video
Oceanix sandbox by S. Ouala on learning integration schemes for ODE simulation and identificaton., 2021/05/07: video
Oceanix webinar by T. Spasis on Extreme events in fluid flows and water waves., 2021/04/21: video
Oceanix sandbox by A. Colin on GANs and SAR ocean observation., 2021/04/16: video
Oceanix-Melody-IA-OAC sandbox on Deep learning and Data Assimilation., 2021/04/09: video
Oceanix sandbox by Dr. R. Lguensat on History Matching and ML for the tuning of climate models., 2021/03/23: video
OceaniX webinar of Prof. A. Jagtap on Extended Physics-Informed Neural Networks., 2021/03/24: video
PhD defense of Said Ouala on Deep Learning and Geophysical Dynamics., 2021/03/17: video
Computational Imaging Seminar Dr. C. Guillemot on Computational light-field imaging., 2021/03/16: video
Computational Imaging Seminar Dr. P.L. Bazin on Brain imaging., 2021/03/09: video
Sandbox talk of A. Roy on Deep learning and seabird trajectory data., 2021/02/19: video
OceaniX webinar of Dr. T. Miyoshi on Big Data, Big Computation and ML in Numerical Weather Prediction., 2020/02/17: video
Sandbox talk of S. Benaichouche on Variational learning, AIS and sea surface currents., 2021/01/15: video
PhD defense of Duong Nguyen on Variational Deep Learning, Dynamical Systems and AIS data streams., 2020/12/17: video
OceaniX webinar of Dr. J. Brajard on Data Assimilation Machine Learning for Unresolved Scales., 2020/12/16: video
OceaniX webinar of Dr. F. Bouchet on Machine Learning and rare events’ algorithms., 2020/10/21: video