Concepedia
Statistics
Publications
67
Citations
4.2K
H-Index
35
Active since
1998
Affiliations
University of Oklahoma(Current)
NSF National Center for Atmospheric Research
Cooperative Institute for Mesoscale Meteorological Studies
NOAA National Severe Storms Laboratory
National Oceanic and Atmospheric Administration
Amy McGovern is an author at University of Oklahoma specializing in meteorology, machine learning, and computer science.
Publications per year
1998–2025
66
Making the Black Box More Transparent: Understanding the Physical Implications of Machine Learning
Amy McGovern, Ryan Lagerquist, David John Gagne et al. · Bulletin of the American Meteorological Society · 2019 · 549 citations · Full text
Computing, Computer Science, Meteorology +11
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 · 447 citations
Natural Sciences, Computer Science, Meteorology +17
Automatic Discovery of Subgoals in Reinforcement Learning using Diverse Density
Amy McGovern, Andrew G. Barto · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2001 · 421 citations · Full text
Computing, Autonomous Systems, Computer Science +13
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 · 171 citations
Deep Learning for Spatially Explicit Prediction of Synoptic-Scale Fronts
Ryan Lagerquist, Amy McGovern, David John Gagne · Weather and Forecasting · 2019 · 127 citations · Full text
Natural Sciences, Earth Sciences, Meteorology +14
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