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Conditioning non-linear and infinite-dimensional diffusion processes
Generative diffusion models and many stochastic models in science and engineering naturally live in infinite dimensions before discretisation.
A Denoising Diffusion Model for Fluid Field Prediction
We propose a novel denoising diffusion generative model for predicting nonlinear fluid fields named FluidDiff.
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