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07/15/2022
A two-step machine learning approach to statistical post-processing of weather forecasts for power generation
By the end of 2021, the renewable energy share of the global electricity...
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04/30/2021
Calibration of wind speed ensemble forecasts for power generation
In the last decades wind power became the second largest energy source i...
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02/21/2020
Efficient Learning of Model Weights via Changing Features During Training
In this paper, we propose a machine learning model, which dynamically ch...
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01/23/2020
Statistical post-processing of heat index ensemble forecasts: is there a royal road?
We investigate the effect of statistical post-processing on the probabil...
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01/16/2020