Constraining stellar population parameters from narrow band photometric surveys using convolutional neural networks

1 code implementation • 19 Feb 2020 • Choong Ling Liew-Cain, Daisuke Kawata, Patricia Sanchez-Blazquez, Ignacio Ferreras, Myrto Symeonidis

However, it is demonstrated that the diversity of the dataset used to train the neural networks has a dramatic effect on the recovery of galactic stellar population parameters.

Astrophysics of Galaxies