Sue Ellen Haupt

Using Artificial Intelligence to Improve Real-Time Decision-Making for High-Impact Weather

Amy McGovern, Kimberly L. Elmore, David John Gagne et al. · Bulletin of the American Meteorological Society · 2017 · 430 citations

Artificial Intelligence, Forecasting Methodology, High-impact Weather +21

WRF-Solar: Description and Clear-Sky Assessment of an Augmented NWP Model for Solar Power Prediction

Pedro A. Jiménez, Joshua P. Hacker, Jimy Dudhia et al. · Bulletin of the American Meteorological Society · 2015 · 258 citations

Engineering, Solar Convection, Climate Modeling +22

Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms

David John Gagne, Sue Ellen Haupt, Douglas Nychka et al. · Monthly Weather Review · 2019 · 215 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Solar Forecasting: Methods, Challenges, and Performance

Aidan Tuohy, John W. Zack, Sue Ellen Haupt et al. · IEEE Power and Energy Magazine · 2015 · 209 citations

Forecasting Methodology, Engineering, Efficient Integration +18

Storm-Based Probabilistic Hail Forecasting with Machine Learning Applied to Convection-Allowing Ensembles

David John Gagne, Amy McGovern, Sue Ellen Haupt et al. · Weather and Forecasting · 2017 · 162 citations

Radar Data, Forecasting Methodology, Engineering +18