Auto-calibration and reconstruction of SDO’s Atmospheric Imaging Assembly channels with Deep Learning

Chun Ming Mark Cheung1, Luiz Fernando Guedes dos Santos2, Souvik Bose3, Brad Neuberg4, Valentina Salvatelli5, Atılım Güneş Baydin6, Miho Janvier7 and Meng Jin5, (1)Lockheed Martin Solar and Astrophysics Laboratory, Palo Alto, CA, United States, (2)Catholic University of America, Washington, DC, United States, (3)University of Oslo, Rosseland Center for Solar Physics, Oslo, Norway, (4)SETI Institute, Mountain View, United States, (5)SETI Institute, Mountain View, CA, United States, (6)University of Oxford, Department of Engineering Science, Oxford, United Kingdom, (7)Institut d'Astrophysique Spatiale, Orsay, France