Diego Cerrai
Assistant Professor/Civil and Environ Engineering

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Scholarly Contributions

57 Scholarly Contributions

27
Poster/Presentations
26
Journal Articles
2
Conference Proceedings
1
Patent and Intellectual Property
1
Book Chapter
New Developments in Weather-Based Power Outage Prediction Modeling
2020
Marika Koukoula, Feifei Yang, Emmanouil N Anagnostou, Peter Watson, Diego Cerrai
Research Type: Poster/Presentation

Incorporating Event Severity Classification in Weather-Related Power Outage Prediction
2019
Marika Koukoula, Peter Watson, Emmanouil N Anagnostou, Diego Cerrai, Feifei Yang
Research Type: Poster/Presentation

A numerical study of the Livorno 9-10 September 2017 flash flood
2018
Diego Cerrai, Efthymios I Nikolopoulos, Sandro Carniel, Antonio Ricchi, Guido Cioni, Davide Bonaldo, Emmanouil N Anagnostou
Research Type: Poster/Presentation

Effects of the structure of training regime on a machine-learning based power outage model
2018
Diego Cerrai, Peter Watson, Emmanouil N Anagnostou
Research Type: Poster/Presentation

Power Outage Prediction Models for Mixed Phase Precipitation Events: Machine Learning vs. Statistical Models
2018
Diego Cerrai, Emmanouil N Anagnostou
Research Type: Poster/Presentation

Dynamic Representation of Storm Outages Using an LSTM Neural Network
2018
Berk Alpay, Emmanouil N Anagnostou, David Wanik
Research Type: Poster/Presentation

Uncertainty Assessment of Extreme Storm Forecasts Using Numerical Weather Prediction and Gridded Bayesian Linear Regression
2018
Jaemo Yang, Peter Watson, Marina Astitha, Diego Cerrai
Research Type: Poster/Presentation