Equilibrium Models for System Identification
Deep equilibrium networks and their relation to system theory, part of the seminar Machine Learning in the Sciences by Mathias Niepert. The code for the examples shown is available on GitHub
Blog
2023
2022
Robust System Identification
Robust recurrent neural network for learning the motion model of a ship in open water, submitted to L4DC
Carbonara
Some dolce vita at home.