no code implementations • 21 Jul 2020 • Daniele Ahmed, Andrea Peruffo, Alessandro Abate
In this paper we employ SMT solvers to soundly synthesise Lyapunov functions that assert the stability of a given dynamical model.
no code implementations • 7 Jul 2020 • Andrea Peruffo, Daniele Ahmed, Alessandro Abate
We introduce an automated, formal, counterexample-based approach to synthesise Barrier Certificates (BC) for the safety verification of continuous and hybrid dynamical models.
no code implementations • 19 Mar 2020 • Alessandro Abate, Daniele Ahmed, Mirco Giacobbe, Andrea Peruffo
We employ a counterexample-guided approach where a numerical learner and a symbolic verifier interact to construct provably correct Lyapunov neural networks (LNNs).
