Dynamics-Encoded Deep Learning for Robust System Identification and Parameter Estimation

Caitlin Ho, Andrea Arnold

Incorporating a priori physics knowledge into machine learning leads to more robust and interpretable algorithms. In this work, we combine deep learning techniques and classic nume…