Andrea Peruffo

Orcid: 0000-0002-7767-2935

According to our database1, Andrea Peruffo authored at least 25 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Data-driven Interval MDP for Robust Control Synthesis.
CoRR, 2024

Data-Driven Abstractions for Control Systems.
CoRR, 2024

Fossil 2.0: Formal Certificate Synthesis for the Verification and Control of Dynamical Models.
Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, 2024

2023
Data-Driven Abstractions With Probabilistic Guarantees for Linear PETC Systems.
IEEE Control. Syst. Lett., 2023

Data-Driven Abstractions for Verification of Linear Systems.
IEEE Control. Syst. Lett., 2023

A General Verification Framework for Dynamical and Control Models via Certificate Synthesis.
CoRR, 2023

Augmented Neural Lyapunov Control.
IEEE Access, 2023

Poster: Convex Scenario Optimisation for ReLU Networks.
Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control, 2023

Systematic Synthesis of Passive Fault-Tolerant Augmented Neural Lyapunov Control Laws for Nonlinear Systems.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Data-driven Abstractions for Verification of Deterministic Systems.
CoRR, 2022

2021
Aggregation and Control of a Heterogeneous Population of Solar Panels Over the Grid Frequency.
IEEE Trans. Control. Syst. Technol., 2021

Formal Synthesis of Lyapunov Neural Networks.
IEEE Control. Syst. Lett., 2021

Automated and Formal Synthesis of Neural Barrier Certificates for Dynamical Models.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2021

FOSSIL: a software tool for the formal synthesis of lyapunov functions and barrier certificates using neural networks.
Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

A Software Tool for the Formal Synthesis of Lyapunov Functions and Barrier Certificates using Neural Networks.
Proceedings of the 3rd Workshop on Artificial Intelligence and Formal Verification, 2021

Formal Abstraction and Synthesis of Parametric Stochastic Processes.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2021

2020
Aggregation of a heterogeneous population of solar panels: verification and control.
PhD thesis, 2020

Automated Formal Synthesis of Neural Barrier Certificates for Dynamical Models.
CoRR, 2020

Automated Formal Synthesis of Lyapunov Neural Networks.
CoRR, 2020

Automated and Sound Synthesis of Lyapunov Functions with SMT Solvers.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2020

2019
Safety Guarantees for the Electricity Grid with Significant Renewables Generation.
Proceedings of the Quantitative Evaluation of Systems, 16th International Conference, 2019

2018
Impact of Solar Panels and Cooling Devices on Frequency Control After a Generation Loss Incident.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017
Aggregated Markov Models of a Heterogeneous Population of Photovoltaic Panels.
Proceedings of the Quantitative Evaluation of Systems - 14th International Conference, 2017

2015
A new recursive least squares method with multiple forgetting schemes.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Akka.js: towards a portable actor runtime environment.
Proceedings of the 5th International Workshop on Programming Based on Actors, 2015


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