Multi-fidelity Ensemble Kalman Filter algorithms enhanced by Convolutional Neural Networks

Tom Moussie, Paolo Errante, Marcello Meldi

The present research work proposes advancement for Data Assimilation strategies using Convolutional Neural Networks (CNN). More precisely, multi-fidelity and multi-level algorithms…