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08/29/2023
WeatherBench 2: A benchmark for the next generation of data-driven global weather models
WeatherBench 2 is an update to the global, medium-range (1-14 day) weath...
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06/29/2022
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast
Post-processing ensemble prediction systems can improve weather forecast...
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12/21/2021
Machine Learning Emulation of Urban Land Surface Processes
Can we improve the modeling of urban land surface processes with machine...
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12/15/2021
Probabilistic Forecasting with Conditional Generative Networks via Scoring Rule Minimization
Probabilistic forecasting consists of stating a probability distribution...
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12/17/2020
High-resolution Probabilistic Precipitation Prediction for use in Climate Simulations
The accurate prediction of precipitation is important to allow for relia...
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08/20/2020
TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall
Climate models (CM) are used to evaluate the impact of climate change on...
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05/18/2020
Deep Learning for Post-Processing Ensemble Weather Forecasts
Quantifying uncertainty in weather forecasts typically employs ensemble ...
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11/02/2019