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Machine Learning Applications to Kronian Magnetospheric Reconnection Classification


Apr 01, 2021
Tadhg M. Garton, Caitriona M. Jackman, Andy W. Smith, Kiley L. Yeakel, Shane A. Maloney, Jon Vandegriff

* Frontiers in Astronomy and Space Science, 2021 
* 21 pages, 9 figures 

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Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses


Nov 04, 2019
Anna Jungbluth, Xavier Gitiaux, Shane A. Maloney, Carl Shneider, Paul J. Wright, Alfredo Kalaitzis, Michel Deudon, Atılım Güneş Baydin, Yarin Gal, Andrés Muñoz-Jaramillo


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Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties


Nov 04, 2019
Xavier Gitiaux, Shane A. Maloney, Anna Jungbluth, Carl Shneider, Paul J. Wright, Atılım Güneş Baydin, Michel Deudon, Yarin Gal, Alfredo Kalaitzis, Andrés Muñoz-Jaramillo


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