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09/18/2023
Mind the (spectral) gap: How the temporal resolution of wind data affects multi-decadal wind power forecasts
To forecast wind power generation in the scale of years to decades, outp...
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04/06/2023
Inductive biases in deep learning models for weather prediction
Deep learning has recently gained immense popularity in the Earth scienc...
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02/17/2022
A Collection and Categorization of Open-Source Wind and Wind Power Datasets
Wind power and other forms of renewable energy sources play an ever more...
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11/17/2021
Smart Data Representations: Impact on the Accuracy of Deep Neural Networks
Deep Neural Networks are able to solve many complex tasks with less engi...
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06/18/2021
pyWATTS: Python Workflow Automation Tool for Time Series
Time series data are fundamental for a variety of applications, ranging ...
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09/29/2020