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01/02/2023
Science Platforms for Heliophysics Data Analysis
We recommend that NASA maintain and fund science platforms that enable i...
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04/07/2022
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data
We consider the flare prediction problem that distinguishes flare-immine...
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08/04/2021
A Machine-Learning-Ready Dataset Prepared from the Solar and Heliospheric Observatory Mission
We present a Python tool to generate a standard dataset from solar image...
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03/11/2019
A Machine Learning Dataset Prepared From the NASA Solar Dynamics Observatory Mission
In this paper we present a curated dataset from the NASA Solar Dynamics ...
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08/03/2017