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Wavelet Flow Matching for Multi-Scale Physics Emulation

Wavelet Flow Matching performs optimal-transport in multi-scale wavelet space via U-Net velocity prediction for stable, accurate generative PDE emulation without autoencoders.

Gabriele Accarino, Juan Nathaniel, Carla Roesch, Pierre Gentine and 3 more

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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AI panel: 10 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 0/5