Negin Hayatbini

Atmospheric River; Error Analysis; Numerical Analysis/Modeling; Uncertainty; Probability Forecasts/Models/Distribution; Short-Range Prediction; Numerical Weather Prediction/Forecasting; Artificial Intelligence; Deep Learning; Machine Learning; Neural Networks; Regression; Other Artificial Intelligence/Machine Learning

Probabilistic Predictions from Deterministic Atmospheric River Forecasts with Deep Learning

Deep-learning (DL) postprocessing methods are examined to obtain reliable and accurate probabilistic forecasts from single-member numerical weather predictions of integrated …

william-e.-chapman
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