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cs.LG2025★ 1 cited
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation
Gérôme Andry, Sacha Lewin, François Rozet +6
Deep learning has advanced weather forecasting, but accurate predictions first require identifying the current state of the atmosphere from observational data. In this work, we int…
cs.LG2024
A Neural Material Point Method for Particle-based Emulation
Omer Rochman Sharabi, Sacha Lewin, Gilles Louppe
Mesh-free Lagrangian methods are widely used for simulating fluids, solids, and their complex interactions due to their ability to handle large deformations and topological changes…