Diego Cerrai
Assistant Professor/Civil and Environ Engineering

Are you Diego Cerrai?

How to update your information.
Scholarly Contributions

57 Scholarly Contributions

27
Poster/Presentations
26
Journal Articles
2
Conference Proceedings
1
Patent and Intellectual Property
1
Book Chapter
Community power outage prediction modeling for the Eastern United States
2023
Diego Cerrai, Emmanouil N Anagnostou, David Wanik, Marika Koukoula, William O. Taylor
Research Type: Journal Article

Damage Assessment and Restoration Model
2022
Emmanouil N. Anagnostou
Research Type: Patent and Intellectual Property

Development of a New Snowfall Prediction Approach with the Integration of Numerical Weather Prediction, Observations, and Machine Learning Algorithms
2022
Marina Astitha, Ummul Khaira, Diego Cerrai
Research Type: Poster/Presentation

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

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

Dynamic modeling of the effects of vegetation management on weather-related power outages
2022
Peter L. Watson, William O. Taylor, Emmanouil N Anagnostou, Diego Cerrai
Research Type: Journal Article

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

Granular Estimation of Wintry Precipitation Type from Image Data.
2023
Ali Tokay, David Wolff, Charles Helms, Diego Cerrai, Aaron Spaulding
Research Type: Poster/Presentation

Improving Wind Gust Pre- diction with the Combination of WRF and Machine Learning Algorithms.
2022
Marina Astitha, Israt Jahan, Diego Cerrai
Research Type: Poster/Presentation

Improving Winter Power Outage Forecasts with a Snow Index
2024
Brian Filipiak, Diego Cerrai, Marina Astitha
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

Integrating Structural Vulnerability Analysis and Data-Driven Machine Learning to Evaluate Storm Impacts on the Power Grid
2024
Wei Zhang, Peter Watson, William Hughes, Amvrossios C Bagtzoglou, Emmanouil N Anagnostou, Diego Cerrai
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

Machine Learning Methods to Approximate Rainfall and Wind from Acoustic Underwater Measurements
Diego Cerrai, Emmanouil N Anagnostou, Marios Anagnostou, Will Taylor
Research Type: Journal Article

Machine Learning Modelling for Predicting Roadside Forest Risk on Distribution Powerlines.
2022
Chandi Witharana, Robert T. Fahey, Harshana Wedagedara, Diego Cerrai, Jason Parent, Durga Joshi
Research Type: Poster/Presentation

Machine learning evaluation of storm-related transmission outage factors and risk.
2023
marika Koukoula, Feifei Yang, William Hughes, Emmanouil N Anagnostou, William Taylor, Sita Nyame, Diego Cerrai
Research Type: Journal Article

Modeling the impact of local environmental variables on tree-related power outages along distribution powerlines.
2023
Chandi Witharana, Durga Joshi, Harshaha Wedagedara, Robert T. Fahey, Jason Parent, Diego Cerrai
Research Type: Journal Article

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

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

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