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08:45 - 09:00
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Acceuil des participants (ENS-LMD Salle 314, aile ERASME) |
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09:00 - 09:45
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Machine Learning for Climate Change and Environmental Sustainability (ENS-LMD Salle 314, aile ERASME) - Claire Monteleoni (INRIA) |
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09:45 - 10:30
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Choosing the Right Method for Data Assimilation: Nudging, Particle Filter, 4DVar? (ENS-LMD Salle 314, aile ERASME) - Emmanuel Cosme (IGE/MEOM, Grenoble) |
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10:30 - 10:55
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Pause café (ENS-LMD Top Floor) |
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10:55 - 11:40
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New ways for dynamical prediction of extreme heat waves and abrupt climate change: rare event simulations and machine learning (ENS-LMD Salle 314, aile ERASME) - - Freddy Bouchet (LMD) |
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11:40 - 11:55
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How can we assimilate geoscientific data according to Wasserstein metric? (ENS-LMD Salle 314, aile ERASME) - Pierre Vanderbecken (CEREA) |
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11:55 - 12:10
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Rare events algorithm study of extreme long-lasting heatwaves in India (ENS-LMD Salle 314, aile ERASME) - Clement Le Priol (ENS Lyon) |
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12:10 - 13:25
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Stochastic weather generator and deep learning approach for predicting and sampling extreme European heatwaves (ENS-LMD Salle 314, aile ERASME) - George Miloshevich (CEA) |
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12:30 - 13:45
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Déjeuner (ENS-LMD Top Floor) |
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13:45 - 14:00
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Leveraging recent advances in Large Language Models (LLMs) for IPSL scientists/engineers (ENS-LMD Salle 314, aile ERASME) - Redouane Lguensat (IPSL) |
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14:00 - 14:15
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Separation of internal and forced variability of climate using a U-Net (ENS-LMD Salle 314, aile ERASME) - Constantin Bone (LOCEAN) |
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14:15 - 14:30
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Projection and Possible causes of Summer Precipitation in Eastern China Using Self-Organizing Map (ENS-LMD Salle 314, aile ERASME) - Laurent Li (LMD) |
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14:30 - 14:45
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Towards the inversion of plumes from power plants and industrial sites in satellite CO2 images using deep neural networks (ENS-LMD Salle 314, aile ERASME) - Joffrey Dumont Le Brazidec (CEREA) |
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14:45 - 15:00
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Deep learning for surrogate modeling of neXtSIM (ENS-LMD Salle 314, aile ERASME) - Charlotte Durand (CEREA) |
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15:00 - 15:45
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Pause café (ENS-LMD Top Floor) |
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15:45 - 16:00
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Premiers pas vers l'emulation de la physique en bloc du modele atmospherique ICOLMDZ en configuration aquaplanete (ENS-LMD Salle 314, aile ERASME) - Segolene Crossouard (LSCE) |
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16:00 - 16:15
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Development of a machine learning model for spinup acceleration of IPSL-CM ocean system model NEMO – (ENS-LMD Salle 314, aile ERASME) - – Maud Tissot (LOCEAN) |
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16:15 - 17:00
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Conclusion. Discussion générale sur les perspectives de SAMA. (ENS-LMD Salle 314, aile ERASME) |
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