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Publications by Amy McGovern
Machine Learning Enhancement of Storm-Scale Ensemble Probabilistic Quantitative Precipitation Forecasts
Weather and Forecasting
Atmospheric Science
Enhancing Understanding and Improving Prediction of Severe Weather Through Spatiotemporal Relational Learning
Machine Learning
Artificial Intelligence
Software
Related publications
Application of Quantitative Precipitation Forecasting and Precipitation Ensemble Prediction for Hydrological Forecasting
Proceedings of the International Association of Hydrological Sciences
Earth
Planetary Sciences
Improving Probabilistic Ensemble Forecasts of Convection Through the Application of QPF–POP Relationships
Weather and Forecasting
Atmospheric Science
Verification of Intense Precipitation Forecasts From Single Models and Ensemble Prediction Systems
Nonlinear Processes in Geophysics
Petrology
Nonlinear Physics
Geochemistry
Geophysics
Statistical
Combination Forecasts of Tourism Demand With Machine Learning Models
Applied Economics Letters
Economics
Econometrics
Oil Price Prediction Using Ensemble Machine Learning
Enhancement of Risk Prediction With Machine Learning
JAMA network open
Medicine
Using Rainfall Thresholds and Ensemble Precipitation Forecasts to Issue and Improve Urban Inundation Alerts
Hydrology and Earth System Sciences
Earth
Water Science
Planetary Sciences
Technology
Relative Impact of Model Quality and Ensemble Deficiencies on the Performance of Ensemble Based Probabilistic Forecasts Evaluated Through the Brier Score
Nonlinear Processes in Geophysics
Petrology
Nonlinear Physics
Geochemistry
Geophysics
Statistical
Fake Statements Detection With Ensemble of Machine Learning Algorithms
Problems of Information Technology
