Retrieving Internal Kinematics of Galaxies with Deep Learning using Single-Band Optical Images

Sakina Hansen, Christopher J. Conselice, Amelia Fraser-McKelvie +1

Using deep machine learning we show that the internal velocities of galaxies can be retrieved from optical images trained using 4596 systems observed with the SDSS-MaNGA survey. Us…