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D. Wanik · SciRah

Researcher profile · Semantic Scholar

D. Wanik

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D. Wanik — researcher profile on SciRah

h-index: 14
Works: 31
Citations: 1,006

Most-cited papers

Machine Learning Using Combined Structural and Chemical Descriptors for Prediction of Methane Adsorption Performance of Metal Organic Frameworks (MOFs).
Maryam Pardakhti, Ehsan Moharreri, D. Wanik, S. Suib +1 more
2017ACS Combinatorial Science208 citations
Semantic Scholar
Predicting Storm Outages Through New Representations of Weather and Vegetation
Diego Cerrai, D. Wanik, Md Abul Ehsan Bhuiyan, Xinxuan Zhang +3 more
2019IEEE Access114 citations Open access
Semantic Scholar
Storm outage modeling for an electric distribution network in Northeastern USA
D. Wanik, E. Anagnostou, Brian Hartman, M. Frediani +1 more
2015Natural Hazards112 citations
Semantic Scholar
Using vegetation management and LiDAR-derived tree height data to improve outage predictions for electric utilities
D. Wanik, Jason R. Parent, E. Anagnostou, Brian Hartman
201789 citations
Semantic Scholar
Synergistic Use of Nighttime Satellite Data, Electric Utility Infrastructure, and Ambient Population to Improve Power Outage Detections in Urban Areas
Tony A. Cole, D. Wanik, A. Molthan, M. Román +1 more
2017Remote Sensing75 citations Open access
Semantic Scholar
Damage modeling framework for resilience hardening strategy for overhead power distribution systems
W. Hughes, Wei Zhang, A. Bagtzoglou, D. Wanik +3 more
2021Reliability Engineering & System Safety65 citations
Semantic Scholar
Quantifying Uncertainty in Machine Learning-Based Power Outage Prediction Model Training: A Tool for Sustainable Storm Restoration
Feifei Yang, D. Wanik, Diego Cerrai, Md Abul Ehsan Bhuiyan +1 more
2020Sustainability60 citations Open access
Semantic Scholar
A Case Study on Power Outage Impacts from Future Hurricane Sandy Scenarios
D. Wanik, E. Anagnostou, M. Astitha, Brian Hartman +5 more
201856 citations Open access
Semantic Scholar
A Hybrid Physics-Based and Data-Driven Model for Power Distribution System Infrastructure Hardening and Outage Simulation
W. Hughes, W. Zhang, Diego Cerrai, A. Bagtzoglou +2 more
2022Reliability Engineering & System Safety51 citations
Semantic Scholar
Dynamic Modeling of Power Outages Caused by Thunderstorms
B. A. Alpay, D. Wanik, Peter L. Watson, Diego Cerrai +2 more
2020Forecasting39 citations Open access
Semantic Scholar
Agent Based Model to Estimate Time to Restoration of Storm-Induced Power Outages
T. Walsh, T. Layton, D. Wanik, J. Mellor
2018Infrastructures27 citations Open access
Semantic Scholar
Community power outage prediction modeling for the Eastern United States
William O. Taylor, Diego Cerrai, D. Wanik, M. Koukoula +1 more
2023Energy Reports22 citations Open access
Semantic Scholar
Weather‐related power outage model with a growing domain: structure, performance, and generalisability
Peter L. Watson, Diego Cerrai, M. Koukoula, D. Wanik +1 more
2020Jurnal Engineering21 citations Open access
Semantic Scholar
Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks
K. Udeh, D. Wanik, Diego Cerrai, Derek Aguiar +1 more
2022Computing and Communication Workshop and Conference14 citations
Semantic Scholar
Linking multi-media modeling with machine learning to assess and predict lake Chlorophyll a concentrations.
Christina Feng Chang, V. Garcia, Chun-Ling Tang, P. Vlahos +4 more
2021Journal of Great Lakes research14 citations Open access
Semantic Scholar
Time Series Modeling of Storm Outages with Weather Mesonet Data for Emergency Preparedness and Response
K. Udeh, D. Wanik, Nick P. Bassill, E. Anagnostou
2019Ubiquitous Computing, Electronics & Mobile Communication Conference11 citations
Semantic Scholar
Estimated Time of Restoration (ETR) Guidance for Electric Distribution Networks
D. Wanik, E. Anagnostou, Brian Hartman, T. Layton
201810 citations
Semantic Scholar
Probabilistic Storm and Electric Utility Customer Outage Prediction
K. Udeh, D. Wanik, Diego Cerrai, Emmanouil N. Anagnostou +1 more
2024IEEE Access7 citations Open access
Semantic Scholar
Estimated Time to Restoration of Hurricane Sandy in a Future Climate
T. Walsh, D. Wanik, E. Anagnostou, J. Mellor
2020Sustainability6 citations Open access
Semantic Scholar
Predicting Energy Demand Using Machine Learning: Exploring Temporal and Weather-Related Patterns, Variations, and Impacts
Buket Sahin, K. Udeh, D. Wanik, Diego Cerrai
2024IEEE Access5 citations Open access
Semantic Scholar
Predicting County-Level Population From VIIRS Nighttime Light Imagery With Deep Learning
Viswadeep Lebakula, Vineela Datla, D. Wanik, A. Cosby
2024IEEE Sensors Journal3 citations Open access
Semantic Scholar
Mapping the Recent US Hurricanes Triggered Flood Events in Near Real Time
Xin-Yi Shen, R. Lazin, E. Anagnostou, D. Wanik +1 more
20171 citations
Semantic Scholar
Dynamic Representation of Storm Outages Using an LSTM Neural Network
D. Wanik, B. A. Alpay, Peter L. Watson, Diego Cerrai +2 more
20180 citations
Semantic Scholar
Time Series Matching Using Weather Stations to Predict Power Outages
D. Wanik
20170 citations
Semantic Scholar
Improvements to Lunar BRDF-Corrected Nighttime Satellite Imagery: Uses and Applications
Tony A. Cole, A. Molthan, L. Schultz, M. Román +1 more
20160 citations
Semantic Scholar
Using Predictive Analytics to Predict Power Outages from Severe Weather
D. Wanik, E. Anagnostou, Brian Hartman, M. Frediani +1 more
20150 citations
Semantic Scholar
Development of a Convection Risk Index to forecast severe weather, and application to predict maximum wind speeds
M. A. S. Bhuiyan, D. Wanik, D. Scerbo, E. Anagnostou
20150 citations
Semantic Scholar
Evaluation of power outages in Connecticut during hypothetical future Hurricane Sandy scenarios
D. Wanik, E. Anagnostou, M. Astitha, M. Frediani +1 more
20150 citations
Semantic Scholar
Assessment of Natural Hazards Impacts on Critical Infrastructure Systems
D. Wanik
20150 citations
Semantic Scholar
A Bayesian Prediction Framework of Weather Based Power Line Damages in the Northeast
M. Frediani, E. Anagnostou, D. Wanik, D. Scerbo
20120 citations
Semantic Scholar
Weather-Based Damage Prediction Models for Electric Distribution Networks
D. Wanik
20120 citations
Semantic Scholar

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