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

Are you David Walter Wanik?

How to update your information.
Scholarly Contributions

49 Scholarly Contributions

24
Journal Articles
22
Poster/Presentations
2
Conference Proceedings
1
Patent and Intellectual Property
"Generative AI for Document Summarization"
2024
David Wanik
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

Weather-based energy demand forecasting with deep learning models
2022
David Wanik
Research Type: Poster/Presentation

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks.
2022
Diego Cerrai, David Wanik, Kingsley Udeh, Emmanouil N Anagnostou, Derek C Aguiar
Research Type: Poster/Presentation

Updates on the Assessment of Environmental Variables Affecting Chlorophyll-a through Multi-media Modeling and Machine Learning: a Lake Erie Case Study
2020
Valerie Garcia, Epapante Vlahos, David Wanik, Christina Feng Chang, Jesse Bash, Marina Astitha, Chunling Tang
Research Type: Poster/Presentation

On the Sensitivity of a Machine Learning-Based Model to Predict Chlorophyll- Using Multi-Media Modeling Environmental Predictors
2020
Valerie Garcia, Chunling Tang, Epapante Vlahos, Christina Feng Chang, Jesse Bash, David Wanik, Marina Astitha
Research Type: Poster/Presentation

Utilizing Multi-media Modeling and Machine Learning to Assess dissolved oxygen as a proxy for Hypoxia in Lake Erie
2020
Epapante Vlahos, Valerie Garcia, Christina Feng Chang, Marina Astitha, Jun Yan, Chunling Tang, David Wanik
Research Type: Poster/Presentation

Using Multi-media Modeling and Machine Learning to Assess Environmental Variables that Affect Chlorophyll-a and Dissolved Oxygen: a Lake Erie application
2020
Marina Astitha, Chunling Tang, Epapante Vlahos, David Wanik, Valerie Garcia, Jun Yan, Christina Feng Chang
Research Type: Poster/Presentation

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

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

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