David Walter Wanik
Asst Prof In Res & Director/Operations and Info Management

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Scholarly Contributions

49 Scholarly Contributions

24
Journal Articles
22
Poster/Presentations
2
Conference Proceedings
1
Patent and Intellectual Property
Predicting Energy Demand Using Machine Learning: Exploring Temporal and Weather-Related Patterns, Variations, and Impacts
2024
Diego Cerrai, Kingsley Udeh, David Wanik, Buket Sahin
Research Type: Journal Article

"Generative AI for Document Summarization"
2024
David Wanik
Research Type: Poster/Presentation

Time Series Modeling of Storm Outages with Weather Mesonet Data for Emergency Preparedness and Response
David Wanik, Nick Bassill, Kingsley Udeh, Emmanouil N Anagnostou
Research Type: Conference Proceedings

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks
Kingsley Udeh, Derek C Aguiar, Diego Cerrai, Emmanouil N Anagnostou, David Wanik
Research Type: Conference Proceedings

Using Neural Factorization to Predict Student Success in a Dual-Degree, STEM Program
David Wanik, Craig A Calvert
Research Type: Journal Article

A Machine-Learning Based Power Outage Model with a Growing Domain: Structure, Performance, and Generalizability
David Wanik, Diego Cerrai, Emmanouil N Anagnostou, Marika Koukoula, Peter Watson
Research Type: Journal Article

Predicting County-Level Population from VIIRS Nighttime Light Imagery with Deep Learning
Vineela Datla, Viswadeep Lebakula, David Wanik, Arthur Cosby
Research Type: Journal Article

Probabilistic Storm and Electric Utility Customer Outage Prediction
Kingsley Udeh, Diego Cerrai, Derek C Aguiar, Emmanouil N Anagnostou, David Wanik
Research Type: Journal Article

Application of a Power Outage Restoration Agent-Based Model to Study Restoration Times for Hurricane Sandy in a Changing Climate
David Wanik, Emmanouil N Anagnostou, Tara Walsh, JONATHAN E MELLOR
Research Type: Journal Article