Search Results for author: Emma Hayes

Found 1 papers, 0 papers with code

Applications of ML-Based Surrogates in Bayesian Approaches to Inverse Problems

no code implementations18 Oct 2023 Pelin Ersin, Emma Hayes, Peter Matthews, Paramjyoti Mohapatra, Elisa Negrini, Karl Schulz

One particular area of scientific interest is the setting of inverse problems, where one knows the forward dynamics of a system are described by a partial differential equation and the task is to infer properties of the system given (potentially noisy) observations of these dynamics.

Computational Efficiency

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