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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2023
Safety Certification for Stochastic Systems via Neural Barrier Functions
Frederik Baymler Mathiesen / S.C. Calvert / L. Laurenti
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2022
A defect-based physics-informed machine learning framework for fatigue finite life prediction in additive manufacturing
Enrico Salvati / Alessandro Tognan / Luca Laurenti / Marco Pelegatti / Francesco De Bona
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2022
Contour Method with Uncertainty Quantification
A Robust and Optimised Framework via Gaussian Process Regression
A. Tognan / L. Laurenti / E. Salvati -
2022-2-21
Formal Analysis of the Sampling Behaviour of Stochastic Event-Triggered Control
Giannis Delimpaltadakis / L. Laurenti / M. Mazo
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2022
Formal Control Synthesis for Stochastic Neural Network Dynamic Models
S.J.L. Adams / Morteza Lahijanian / L. Laurenti
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Courses 2022
Courses 2021
Ancillary activities
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2021-03-01 - 2024-04-10