Ensemble Kalman filter for neural network based one-shot inversion

Philipp A. Guth, Claudia Schillings, Simon Weissmann

We study the use of novel techniques arising in machine learning for inverse problems. Our approach replaces the complex forward model by a neural network, which is trained simulta…