Neural Networks for Bayesian Inverse Problems Governed by a Nonlinear ODE

German Villalobos, Johann Rudi, Andreas Mang

We investigate the use of neural networks (NNs) for the estimation of hidden model parameters and uncertainty quantification from noisy observational data for inverse parameter est…