CESARINI LUIGI
Ruolo:
Assegnisti
Struttura di afferenza: CLASSE STS
Settore scientifico disciplinare: Economia politica
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
The potential of big data and machine learning for weather index insurance
(printing)
CESARINI, LUIGICARRAPATOSO FIGUEIREDO, RUI PEDROMONTELEONE, BEATRICEMARTINA, MARIO LLOYD VIRGILIO
A High Resolution Input-Output Model to Assess the Economic Impact of Floods
(2024)
DI NOIA, JLENIACaiani, AlessandroCESARINI, LUIGIAROSIO, MARCELLOMONTELEONE, BEATRICE
Validation of CPM’s wind and precipitation field against observations and the highresolution reanalysis dataset SPHERA
(2024)
CESARINI, LUIGIFOSSER, GIORGIA
Comparison of deep learning models for milk production forecasting at national scale
(2024)
CESARINI, LUIGIMARTINA, MARIO LLOYD VIRGILIOMONTELEONE, BEATRICECARRAPATOSO FIGUEIREDO, RUI PEDRO
Combination of crop models and machine learning techniques for agricultural parametric insurance
(2023)
MONTELEONE, BEATRICECESARINI, LUIGIAROSIO, MARCELLOMARTINA, MARIO LLOYD VIRGILIO
A High Resolution Input-Output Model to Assess the Economic Impact of Floods
(2023)
DI NOIA, JLENIACaiani, AlessandroCESARINI, LUIGIAROSIO, MARCELLOMARTINA, MARIO LLOYD VIRGILIO
Modelling the response of wheat yield to stage-specific water stress in the Po Plain
(2023)
MONTELEONE, BEATRICEAROSIO, MARCELLOCESARINI, LUIGIBONACCORSO, BRUNELLAMARTINA, MARIO LLOYD VIRGILIO
QUANTIFY THE DISASTER RESILIENCE OF A CITY BY A REDUNDANT AND ADAPTABLE GRAPH
(2022)
AROSIO, MARCELLOCESARINI, LUIGIMARTINA, MARIO LLOYD VIRGILIO
Indirect impacts: a weak point in the flood risk chain addressed by a graph approach
(2022)
AROSIO, MARCELLOCESARINI, LUIGIMARTINA, MARIO LLOYD VIRGILIO
Building exposure datasets using street-level imagery and deep learning object detection models
(2022)
CESARINI, LUIGIMARTINA, MARIO LLOYD VIRGILIO