Amy McGovern
Affiliations: | School of Computer Science | University of Oklahoma, Norman, OK, United States |
Area:
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"Amy McGovern"
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Publications
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| Handler SL, Reeves HD, McGovern A. (2020) Development of a Probabilistic Subfreezing Road Temperature Nowcast and Forecast Using Machine Learning Weather and Forecasting. 35: 1845-1863 |
| Burke A, Snook N, Gagne II DJ, et al. (2020) Calibration of Machine Learning–Based Probabilistic Hail Predictions for Operational Forecasting Weather and Forecasting. 35: 149-168 |
| Lagerquist R, McGovern A, Homeyer CR, et al. (2020) Deep Learning on Three-Dimensional Multiscale Data for Next-Hour Tornado Prediction Monthly Weather Review. 148: 2837-2861 |
| Jergensen GE, McGovern A, Lagerquist R, et al. (2019) Classifying Convective Storms Using Machine Learning Weather and Forecasting. 35: 537-559 |
| Loken ED, Clark AJ, McGovern A, et al. (2019) Postprocessing Next-Day Ensemble Probabilistic Precipitation Forecasts Using Random Forests Weather and Forecasting. 34: 2017-2044 |
| Lagerquist R, McGovern A, Ii DJG. (2019) Deep learning for spatially explicit prediction of synoptic-scale fronts Weather and Forecasting. 34: 1137-1160 |
| McGovern A, Karstens CD, Smith T, et al. (2019) Quasi-Operational Testing of Real-Time Storm-Longevity Prediction via Machine Learning Weather and Forecasting. 34: 1437-1451 |
| McGovern A, Lagerquist R, John Gagne D, et al. (2019) Making the Black Box More Transparent: Understanding the Physical Implications of Machine Learning Bulletin of the American Meteorological Society. 100: 2175-2199 |
| Lagerquist R, McGovern A, Smith T. (2017) Machine Learning for Real-Time Prediction of Damaging Straight-Line Convective Wind Weather and Forecasting. 32: 2175-2193 |
| Gagne DJ, McGovern A, Haupt SE, et al. (2017) Storm-Based Probabilistic Hail Forecasting with Machine Learning Applied to Convection-Allowing Ensembles Weather and Forecasting. 32: 1819-1840 |