Corey K. Potvin
Affiliations:- University of Oklahoma, Cooperative Institute for Mesoscale Meteorological Studies, Norman, OK, USA
According to our database1,
Corey K. Potvin authored at least 11 papers
between 2016 and 2026.
Collaborative distances:
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Timeline
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Online presence:
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on cimms.ou.edu
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Bibliography
2026
Extreme Weather Bench: A framework and benchmark for evaluation of high-impact weather.
CoRR, May, 2026
Developing Machine Learning-Based Watch-to-Warning Severe Weather Guidance from the Warn-on-Forecast System.
CoRR, March, 2026
2025
HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales.
CoRR, July, 2025
2024
Pixels and Predictions: Potential of GPT-4V in Meteorological Imagery Analysis and Forecast Communication.
CoRR, 2024
2023
2022
Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction.
CoRR, 2022
Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement.
CoRR, 2022
2020
Using Machine Learning to Calibrate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System.
CoRR, 2020
2019
Proceedings of the 18th Python in Science Conference, 2019
2017
Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, 2017
2016
Proceedings of the 16th Eurographics Symposium on Parallel Graphics and Visualization, 2016