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
Assessment of Environmental Variables that Affect Harmful Algal Blooms and Hypoxia in Lake Erie Using Multi-media Modeling and Machine Learning
2019
David Wanik, Marina Astitha, Christina Feng Chang, Epapante Vlahos, Valerie Garcia, Jun Yan, Chunling Tang
Research Type: Poster/Presentation

Assessment of Environmental Variables that Affect Dissolved Oxygen, Total P, and Total N Concentrations in Lake Erie Using Multi-media Modeling and Machine Learning
2019
Marina Astitha, Jun Yan, David Wanik, Epapante Vlahos, Chunling Tang, Valerie Garcia, Christina Feng Chang
Research Type: Poster/Presentation

Assessing the Impact of Climate Change on Energy Demand: Comprehensive Forecasting Models for Sustainable Power Management
2023
David Wanik
Research Type: Poster/Presentation

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

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

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 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

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

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