Using convolutional neural networks to predict galaxy metallicity from three-color images

John F. Wu, Steven Boada

We train a deep residual convolutional neural network (CNN) to predict the gas-phase metallicity ($Z$) of galaxies derived from spectroscopic information ($Z \equiv 12 + \log(\rm O…