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08/19/2022
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image Translation
The Solar Dynamics Observatory (SDO), a NASA multi-spectral decade-long ...
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12/16/2021
Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles
Solar radio flux along with geomagnetic indices are important indicators...
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11/10/2019
Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning
As a part of NASA's Heliophysics System Observatory (HSO) fleet of satel...
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11/10/2019
Using U-Nets to Create High-Fidelity Virtual Observations of the Solar Corona
Understanding and monitoring the complex and dynamic processes of the Su...
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08/03/2019
Ensemble Neural Networks (ENN): A gradient-free stochastic method
In this study, an efficient stochastic gradient-free method, the ensembl...
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03/11/2019