Lyapunov-Net: A Deep Neural Network Architecture for Lyapunov Function Approximation

Nathan Gaby, Fumin Zhang, Xiaojing Ye

We develop a versatile deep neural network architecture, called Lyapunov-Net, to approximate Lyapunov functions of dynamical systems in high dimensions. Lyapunov-Net guarantees pos…