Ryan Lagerquist
National Oceanic and Atmospheric Administration(US)Cooperative Institute for Research in Environmental Sciences(US)NOAA Global Systems LaboratoryNOAA Earth System Research Laboratory(US)Colorado State University(US)
Publications by Year
Research Areas
Meteorological Phenomena and Simulations, Climate variability and models, Hydrological Forecasting Using AI, Fault Detection and Control Systems, Tropical and Extratropical Cyclones Research
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
- → 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
- → Deep Learning on Three-Dimensional Multiscale Data for Next-Hour Tornado Prediction(2020)97 cited
- → Using deep learning to emulate and accelerate a radiative-transfer model(2021)74 cited