Deep Forest: Neural Network reconstruction of the Lyman-alpha forest

Lawrence Huang, Rupert A. C. Croft, Hitesh Arora

We explore the use of Deep Learning to infer physical quantities from the observable transmitted flux in the Lyman-alpha forest. We train a Neural Network using redshift z=3 output…