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 County-Level Population From VIIRS Nighttime Light Imagery With Deep Learning
2024
David Wanik, Vineela Datla, Viswadeep Lebakula, Arthur G. Cosby
Research Type: Journal Article

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

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

A Hybrid Physics-Based and Data-Driven Model for Power Distribution System Infrastructure Hardening and Outage Simulation
2022
Diego Cerrai, Wei Zhang, Emmanouil N Anagnostou, Amvrossios C Bagtzoglou, David Wanik, William Hughes
Research Type: Journal Article

Linking multi-media modeling with machine learning to assess and predict lake chlorophyll a concentrations
2021
Marina Astitha, Epapante Vlahos, Christina Chang
Research Type: Journal Article

Damage modeling framework for resilience hardening strategy for overhead power distribution systems
2021
David Wanik, Amvrossios C Bagtzoglou, Osvaldo Pensado, William Hughes, Hao Yuan, Wei Zhang, Jintao Zhang
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

Estimated time to restoration of Hurricane Sandy in a future climate
2020
JONATHAN E MELLOR, Tara C. Walsh, Emmanouil N Anagnostou, David Wanik
Research Type: Journal Article

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

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

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

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

Estimated Time of Restoration (ETR) Guidance for Electric Distribution Networks
2018
Emmanouil N Anagnostou, David Wanik
Research Type: Journal Article

Agent Based Model to Estimate Time to Restoration of Storm-Induced Power Outages
2018
Thomas Layton, David Wanik, JONATHAN E MELLOR, Tara Walsh
Research Type: Journal Article

Machine learning using combined structural and chemical descriptors for prediction of methane adsorption performance of metal organic frameworks (MOFs)
2017
Steven L Suib, Ranjan Srivastava, David Wanik, Maryam Pardakhti, Ehsan Moharreri
Research Type: Journal Article

Synergistic Use of Nighttime Satellite Data, Electric Utility Infrastructure, and Ambient Population to Improve Power Outage Detections in Urban Areas
2017
Miguel Roman, Robert Griffin, Tony Cole, Andrew Molthan, David Wanik
Research Type: Journal Article

Nonparametric Tree-Based Predictive Modeling of Storm Outages on an Electric Distribution Network
2017
Maria E. Frediani, Marina Astitha, Emmanouil N Anagnostou, Brian Hartman, David Wanik, Jichao He
Research Type: Journal Article

Using vegetation management and LiDAR-derived tree height data to improve outage predictions for electric utilities
2017
Emmanouil N Anagnostou, Jason R Parent, David Wanik, Brian Hartman
Research Type: Journal Article

Storm outage modeling for an electric distribution network in Northeastern USA
2015
M. E.B. Frediani, Brian Hartman, David Wanik, Marina Astitha, Emmanouil N Anagnostou
Research Type: Journal Article

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