CESARINI LUIGI
segnaposto
Ruolo:
Dottorando/a
Struttura di afferenza: CLASSE STS

Biografia

Luigi obtained his Master's degree in civil engineer from the University of Bologna with a thesis focused on the heavy tail behaviour of rainfall extremes. In 2018 he started his PhD at IUSS in Understanding and Managing Extremes where he has conducted research on trend analysis of sub-daily precipitation extremes and lately on the application of machine learning for risk reduction measures due to natural hazards.

ResearchGate Profile: https://www.researchgate.net/profile/Luigi_Cesarini

Pubblicazioni

Service Accessibility Risk (SAR) Assessment for Pluvial and Fluvial Floods in an Urban Context
(2021) AROSIO, MARCELLO CESARINI, LUIGI MARTINA, MARIO LLOYD VIRGILIO
Assessment of the Disaster Resilience of Complex Systems: The Case of the Flood Resilience of a Densely Populated City
(2021) AROSIO, MARCELLO CESARINI, LUIGI MARTINA, MARIO LLOYD VIRGILIO
The potential of machine learning for weather index insurance
(2021) CESARINI, LUIGI MONTELEONE, BEATRICE MARTINA, MARIO LLOYD VIRGILIO
Applicability of crop models in the context of parametric insurance – a Caribbean case study
(2021) MONTELEONE, BEATRICE CESARINI, LUIGI MARTINA, MARIO LLOYD VIRGILIO
Near real-time identification of extreme events for weather index insurance using machine learning algorithms
(2021) CESARINI, LUIGI MONTELEONE, BEATRICE MARTINA, MARIO LLOYD VIRGILIO
Predictor dataset selection method for construction of ML-based Models in flood detection using mutual information
(2020) BATENI, MOHAMMAD MEHDI MARTINA, MARIO LLOYD VIRGILIO CESARINI, LUIGI
Are the short and intense precipitations in North of Italy affected by a significant trend?
(2020) CESARINI, LUIGI MARTINA, MARIO LLOYD VIRGILIO
Analysis and identification of historical trend of rainfall extremes over northern Italy
(2019) CESARINI, LUIGI MARTINA, MARIO LLOYD VIRGILIO