Not logged in A Machine Learning-ready Data Set for Exoplanet Atmospheric Retrieval Zorzan, Simone; Soboczenski, Frank; O'Beirne, Molly D.; Himes, Michael D.; Lund, Michael B.; van Eyken, Julian C.; Arney, Giada N.; Villanueva, Geronimo L.; Mascaro, Massimo; Domagal-Goldman, Shawn D.; Baydin, Atilim Gunes Share Save
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Physically Motivated Deep Learning to Superresolve and Cross Calibrate Solar Magnetograms Munoz-Jaramillo, Andres; Jungbluth, Anna; Gitiaux, Xavier; Wright, Paul J.; Shneider, Carl; Maloney, Shane A.; Baydin, Atilim Gunes; Gal, Yarin; Deudon, Michel; Kalaitzis, Freddie Share Save
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Technology readiness levels for machine learning systems Lavin, Alexander; Gilligan-Lee, Ciaran M.; Visnjic, Alessya; Ganju, Siddha; Newman, Dava; Ganguly, Sujoy; Lange, Danny; Baydin, Atilim Gunes; Sharma, Amit; Gibson, Adam; Zheng, Stephan; Xing, Eric P.; Mattmann, Chris; Parr, James; Gal, Yarin Share Save
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Accurate Machine-learning Atmospheric Retrieval via a Neural-network Surrogate Model for Radiative Transfer Himes, Michael D.; Harrington, Joseph; Cobb, Adam D.; Baydin, Atilim Gunes; Soboczenski, Frank; O'Beirne, Molly D.; Zorzan, Simone; Wright, David C.; Scheffer, Zacchaeus; Domagal-Goldman, Shawn D.; Arney, Giada N. Share Save
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Multichannel autocalibration for the Atmospheric Imaging Assembly using machine learning Dos Santos, Luiz F. G.; Bose, Souvik; Salvatelli, Valentina; Neuberg, Brad; Cheung, Mark C. M.; Janvier, Miho; Jin, Meng; Gal, Yarin; Boerner, Paul; Baydin, Atilim Guenes Share Save
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An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval Cobb, Adam D.; Himes, Michael D.; Soboczenski, Frank; Zorzan, Simone; O'Beirne, Molly D.; Baydin, Atilim Gunes; Gal, Yarin; Domagal-Goldman, Shawn D.; Arney, Giada N.; Angerhausen, Daniel Share Save
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