Functional normalizing flows on Hilbert spaces yield a discretization-invariant variational approximation of the posterior for PDE inverse problems.
Bishop, Pattern Recognition and Machine Learning
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Functional normalizing flow for statistical inverse problems of partial differential equations
Functional normalizing flows on Hilbert spaces yield a discretization-invariant variational approximation of the posterior for PDE inverse problems.