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

Pelin Ersin, Emma Hayes, Peter Matthews +3

Neural networks have become a powerful tool as surrogate models to provide numerical solutions for scientific problems with increased computational efficiency. This efficiency can…