Deep Learning for Nonlinear Stability Analysis in Dynamical Systems

Explore a 29-minute conference talk by Bogdan Epureanu from the University of Michigan, delivered on September 28th, 2022, as part of the "Third Symposium on Machine Learning and Dynamical Systems" at the Fields Institute. Delve into the application of deep learning techniques for nonlinear stability analysis in dynamical systems. Gain insights into cutting-edge research that bridges the gap between machine learning and complex dynamical systems. Note that there is a brief audio issue in the first minute of the recording. Access the full abstract for more detailed information about the talk's content and objectives.