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Publications

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Pathak S, Soudjani SEsmaeil Za, Indelman V, Abate A.  2016.  Formal and Data Association Aware Robust Belief Space Planning. {STAIRS} 2016 - Proceedings of the Eighth European Starting {AI} Researcher Symposium, The Hague, The Netherlands, August 29-30, 2016. :87–98.
Peruffo A., Abate A., Guiu E., Panciatici P..  2018.  Synchronous Frequency Grid Dynamics in the Presence of a Large-Scale Population of Photovoltaic Panels. 2018 Power Systems Computation Conference (PSCC).
Peruffo A, Guiu E, Panciatici P, Abate A.  2017.  Aggregated Markov Models of a Heterogeneous Population of Photovoltaic Panels. Quantitative Evaluation of Systems - 14th International Conference, {QEST} 2017, Berlin, Germany, September 5-7, 2017, Proceedings. :72–87.
Peruffo A, Guiu E, Panciatici P, Abate A.  2018.  Impact of Solar Panels and Cooling Devices on Frequency Control After a Generation Loss Incident. 2018 IEEE Conference on Decision and Control (CDC).
Peruffo A, Guiu E, Panciatici P, Abate A.  2019.  Safety Guarantees for the Electricity Grid with Significant Renewables Generation. Quantitative Evaluation of Systems.
Polgreen E, Wijesuriya VB, Haesaert S, Abate A.  2017.  Automated Experiment Design for Data-Efficient Verification of Parametric Markov Decision Processes. Quantitative Evaluation of Systems - 14th International Conference, {QEST} 2017, Berlin, Germany, September 5-7, 2017, Proceedings. :259–274.
Polgreen E, Wijesuriya VB, Haesaert S, Abate A.  2016.  Data-Efficient Bayesian Verification of Parametric Markov Chains. Quantitative Evaluation of Systems - 13th International Conference, {QEST} 2016, Quebec City, QC, Canada, August 23-25, 2016, Proceedings. :35–51.
Polgreen E, Wijesuriya VB, Haesaert S, Abate A.  2017.  Automated Experiment Design for Data-Efficient Verification of Parametric Markov Decision Processes. CoRR. abs/1707.01322
Polymenakos K, Abate A, Roberts S.  2017.  Safe Policy Search with Gaussian Process Models. CoRR. abs/1712.05556
S
Soudjani SEsmaeil Za, Adzkiya D, Abate A.  2016.  Formal Verification of Stochastic Max-Plus-Linear Systems. {IEEE} Trans. Automat. Contr.. 61:2861–2876.
Soudjani SEsmaeil Za, Majumdar R, Abate A.  2016.  Safety Verification of Continuous-Space Pure Jump Markov Processes. Tools and Algorithms for the Construction and Analysis of Systems - 22nd International Conference, {TACAS} 2016, Held as Part of the European Joint Conferences on Theory and Practice of Software, {ETAPS} 2016, Eindhoven, The Netherlands, April 2-8, 2016, . :147–163.
Soudjani SEsmaeil Za, Abate A, Majumdar R.  2017.  Dynamic Bayesian networks for formal verification of structured stochastic processes. Acta Inf.. 54:217–242.

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