Corey K. Potvin

1. HRRRCast: A Data-Driven Emulator for Regional Weather Forecasting at Convection-Allowing Scales
   2025/07/08 by Daniel Abdi, Abdi, Daniel, Isidora Jankov +15 · 2 voices · 4 citations
   Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis #Climate variability and models
2. Pixels and Predictions: Potential of GPT-4V in Meteorological Imagery Analysis and Forecast Communication
   2024/04/22 by John R. Lawson, Lawson, John R., Joseph E. Trujillo-Falcón +13 · 3 citations
   Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Meteorological Phenomena and Simulations
3. Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement
   2022/11/16 by Montgomery L. Flora, Montgomery Flora, Corey Potvin +7 · 1 voice · 1 citation
   Computer Science · Engineering · Environmental Science · #Energy Load and Power Forecasting #Explainable Artificial Intelligence (XAI) #Hydrological Forecasting Using AI #cs.AI #cs.LG #physics.ao-ph #stat.AP #stat.ML
4. Applications of a Spatially Variable Advection Correction Technique for Temporal Correction of Dual-Doppler Analyses of Tornadic Supercells
   2018/07/26 by Zachary B. Wienhoff, Howard B. Bluestein, Louis J. Wicker +5 · 2 citations
   Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis #Climate variability and models
5. Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction
   2022/11/18 by Montgomery L. Flora, Flora, Montgomery, Corey K. Potvin +5 · 1 citation
   Computer Science · Decision Sciences · Environmental Science · #Explainable Artificial Intelligence (XAI) #Forecasting Techniques and Applications #Air Quality Monitoring and Forecasting