Amy McGovern
Cooperative Institute for Mesoscale Meteorological Studies(US)Research & Development Institute(US)University of Oklahoma(US)
Publications by Year
Research Areas
Meteorological Phenomena and Simulations, Hydrological Forecasting Using AI, Climate variability and models, Precipitation Measurement and Analysis, Scientific Computing and Data Management
Most-Cited Works
- → Making the Black Box More Transparent: Understanding the Physical Implications of Machine Learning(2019)529 cited
- → Using Artificial Intelligence to Improve Real-Time Decision-Making for High-Impact Weather(2017)434 cited
- Automatic Discovery of Subgoals in Reinforcement Learning using Diverse Density(2001)
- → Storm-Based Probabilistic Hail Forecasting with Machine Learning Applied to Convection-Allowing Ensembles(2017)163 cited
- → Deep Learning for Spatially Explicit Prediction of Synoptic-Scale Fronts(2019)127 cited
- → Machine Learning for Real-Time Prediction of Damaging Straight-Line Convective Wind(2017)119 cited
- → Identifying predictive multi-dimensional time series motifs: an application to severe weather prediction