Predicting the Kinematics of the Cold Circumgalactic Medium from its Morphology using Convolutional Neural Networks

Connor Jennings, Earl P. Bellinger, Imad Pasha +2

We present a novel approach to predicting plane-of-sky velocities of cold gas clouds in the circumgalactic medium (CGM) of galaxies. The method uses a convolutional neural network…