Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering

Tales Imbiriba, Ahmet Demirkaya, Jindřich Duník +3

In this paper we present a hybrid neural network augmented physics-based modeling (APBM) framework for Bayesian nonlinear latent space estimation. The proposed APBM strategy allows…