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20192026
most citedClosing the ODE-SDE gap in score-based diffusion models through the Fokker-Planck equation

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math.NA2019

A deep surrogate approach to efficient Bayesian inversion in PDE and integral equation models

Teo Deveney, Eike Mueller, Tony Shardlow

We investigate a deep learning approach to efficiently perform Bayesian inference in partial differential equation (PDE) and integral equation models over potentially high-dimensio…