3 citations · 3 across the 7 of their papers we have counts for
3 papers · 1 filter
Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions
Virginie Debauche, Alec Edwards, Raphael M. Jungers +1
Neural-based, data-driven analysis and control of dynamical systems have been recently investigated and have shown great promise, e.g. for safety verification or stability analysis…
Fossil 2.0: Formal Certificate Synthesis for the Verification and Control of Dynamical Models
Alec Edwards, Andrea Peruffo, Alessandro Abate
This paper presents Fossil 2.0, a new major release of a software tool for the synthesis of certificates (e.g., Lyapunov and barrier functions) for dynamical systems modelled as or…
A General Framework for Verification and Control of Dynamical Models via Certificate Synthesis
Alec Edwards, Andrea Peruffo, Alessandro Abate
An emerging branch of control theory specialises in certificate learning, concerning the specification of a desired (possibly complex) system behaviour for an autonomous or control…