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Dr. L. (Luca) Laurenti
Dr. L. (Luca) Laurenti
Contact
Profile
Biography
Luca Laurenti is a tenure track assistant professor at the Delft Center for Systems and Control at TU Delft and co-director of the HERALD Delft AI Lab. He received his PhD from the Department of Computer Science, University of Oxford (UK), where he was a member of the Trinity College. Luca has a background in stochastic systems, control theory, formal methods, and artificial intelligence. His research work focuses on developing data-driven systems provably robust to interactions with a dynamic and uncertain world.
Expertise
Publications
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2024
A Bayesian defect-based physics-guided neural network model for probabilistic fatigue endurance limit evaluation
Alessandro Tognan / Andrea Patanè / Luca Laurenti / Enrico Salvati
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2024-7-1
Formal Analysis of the Sampling Behavior of Stochastic Event-Triggered Control
Giannis Delimpaltadakis / Luca Laurenti / Manuel Mazo
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2024-4-22
On the Robustness of Bayesian Neural Networks to Adversarial Attacks
Luca Bortolussi / Ginevra Carbone / Luca Laurenti / Andrea Patane / Guido Sanguinetti / Matthew Wicker
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2024
Probabilistic reach-avoid for Bayesian neural networks
Matthew Wicker / Luca Laurenti / Andrea Patane / Nicola Paoletti / Alessandro Abate / Marta Kwiatkowska
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2023
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming
Steven Adams / Andrea Patanè / Morteza Lahijanian / Luca Laurenti
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