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
Using Multi-media Modeling and Machine Learning to Assess Parameters Associated with Harmful Algal Blooms
2019
Christina Feng Chang, Epapante Vlahos, Jun Yan, David Wanik, Chunling Tang, Valerie Garcia, Marina Astitha
Research Type: Poster/Presentation

Using Machine Learning to Assess Parameters Associated with Harmful Algal Blooms (HABs) and Hypoxia for Lake Erie
2019
Marina Astitha, Epapante Vlahos, David Wanik, Christina Feng Chang, Chunling Tang, Valerie Garcia, Ellen Cooter
Research Type: Poster/Presentation

Development of an Agent Based Model to Estimate and Reduce Time to Restoration of Storm-Induced Power Outages
2019
Thomas Layton, David Wanik, JONATHAN E MELLOR, tara walsh
Research Type: Poster/Presentation

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

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

Updates on Using Multi-media Modeling to Investigate Conditions Leading to Harmful Algal Blooms
2018
Valerie Garcia, Christina Feng Chang, David Wanik, Marina Astitha, Epapante Vlahos, Ellen Cooter
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

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

The Economic case for predicting Storm damages at Electric Distribution Utilities
2017
David Wanik
Research Type: Poster/Presentation

Forecasting Storm-Related Power Outages in Connecticut and Massachusetts
2016
David Wanik, Emmanouil N Anagnostou, Brian Hartman, Maria Frediani, Marina Astitha
Research Type: Poster/Presentation

Integration of early warning systems to enhance emergency response to severe weather events
2016
David Wanik
Research Type: Poster/Presentation

Using Storm Outage Modeling to Inform Emergency Preparedness at Electric Distribution Networks
2016
Tom Layton, David Wanik
Research Type: Poster/Presentation

LiDAR Modelling of Tree Threats to Power Lines
2016
David Wanik
Research Type: Poster/Presentation

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