Mini-workshop: “Recent Advances in Analysis and Control”

Mini-workshop: “Recent Advances in Analysis and Control”

Date: Mon. June 20, 2022 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Mini-workshop “Recent Advances in Analysis and Control” *Hybrid event (online & on-site)   Recording/Video: (available soon)   10:30H Yacouba Simpore, visiting scientist at DeustoCCM, Chair of…

Robust neural ODEs

Robust neural ODEs

The code implements the gradient regularization method of robust training in the setting of neural ODEs. Various jupyter notebooks are included that generate plots comparing standard to robust training for 2d point clouds. Code: A good starting point is robustness_plots.ipynb Code is based on GitHub: borjanG : 2021-dynamical-systems that uses the torchdiffeq package GitHub : rtqichen: torchdiffeq   || Go…