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
Potential vorticity patterns in Mediterranean “hurricanes”
2017
S Laviola, Diego Cerrai, E Cattani, V Levizzani, MM Miglietta
Research Type: Journal Article

Investigating the predictability of a Mediterranean tropical-like cyclone using a storm-resolving model
2018
Daniel Klocke, Guido Cioni, Diego Cerrai
Research Type: Journal Article

A case study on power outage impacts from future Hurricane Sandy scenarios
2018
Jie He, Diego Cerrai, Emmanouil N Anagnostou, M. E.B. Frediani, G. M. Lackmann, Marina Astitha, David Wanik, Brian Hartman, Jerry Yang
Research Type: Journal Article

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

Assessing the effects of a vegetation management standard on distribution grid outage rates
2019
Emmanouil N Anagnostou, Diego Cerrai, Peter Watson
Research Type: Journal Article

Predicting Storm Outages Through New Representations of Weather and Vegetation
2019
Emmanouil N Anagnostou, Jaemo Yang, Md Abul Bhuiyan, Diego Cerrai, Xinxuan Zhang, David Wanik, Maria E.B. Frediani
Research Type: Journal Article

Predicting Storm Outages through New Representations of Weather and Vegetation
2019
Maria Frediani, Emmanouil N Anagnostou, David Wanik, Xinxuan Zhang, Jaemo Yang, Ehsan Bhuiyan, Diego Cerrai
Research Type: Journal Article

Outage prediction models for snow and ice storms.
2019
Diego Cerrai, Peter Watson, Emmanouil N Anagnostou, Marika Koukoula
Research Type: Journal Article

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

Quantifying uncertainty in machine learning-based power outage prediction model training: A tool for sustainable storm restoration
2020
Emmanouil N Anagnostou, David Wanik, Feifei Yang, Diego Cerrai, Md Abdul Ehsan Bhuiyan
Research Type: Journal Article

Weather-related power outage model with a growing domain: structure, performance, and generalisability
2020
Peter Watson, David Wanik, Diego Cerrai, Marika Koukoula, Emmanouil N Anagnostou
Research Type: Journal Article

Brief communication: Hurricane Dorian: automated near-real-time mapping of the “unprecedented” flooding in the Bahamas using synthetic aperture radar
2020
Emmanouil N Anagnostou, Diego Cerrai, Marika Koukoula, Xinyi Shen, Qing Yang
Research Type: Journal Article

Dynamic Modeling of Power Outages Caused by Thunderstorms
2020
Diego Cerrai, David Wanik, Emmanouil N Anagnostou, Berk Alpay, Peter L Watson, Guannan Liang
Research Type: Journal Article

Assimilation of Local Ground Stations and Radar Data to Improve the Prediction of the 9–10 September 2017 Thunderstorm in Livorno, Italy
2020
Diego Cerrai, Valerio Capecchi, Andrea Antonini, Antonio Ricchi, Samantha Melani, Luca Rovai
Research Type: Poster/Presentation

A Success Story: Advancing Outage Prediction Modeling Capabilities for Decision Making
2020
Feifei Yang, Diego Cerrai, Marika Koukoula, William Taylor, Emmanouil N Anagnostou, Guannan Liang
Research Type: Poster/Presentation

Studying Tree Trimming Effects on Power Grid Resilience Using Weather and Outage Models
2020
Diego Cerrai, Peter Watson, Emmanouil N Anagnostou
Research Type: Poster/Presentation