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Picture for Anna Jungbluth

RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks


Dec 04, 2020
J. Emmanuel Johnson, Sairam Sundaresan, Tansu Daylan, Lisseth Gavilan, Daniel K. Giles, Stela Ishitani Silva, Anna Jungbluth, Brett Morris, Andrés Muñoz-Jaramillo

* Accepted for the Machine Learning and the Physical Sciences Workshop, NeurIPS 2020 

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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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