Two papers
Zubov-Koopman Learning of Maximal Lyapunov Functions
Compositionally Verifiable Vector Neural Lyapunov Functions for Stability
have been accepted to the 2024 American Control Conference (ACC), Toronto.
The tool paper
LyZNet: A Lightweight Python Tool for Learning and Verifying Neural Lyapunov Functions and Regions of Attraction
has been accepted to the 2024 ACM International Conference on Hybrid Systems: Computation and Control (HSCC) in Hong Kong.