Deep Forest: Neural Network reconstruction of intergalactic medium temperature

Runxuan Wang, Rupert A. C. Croft, Patrick Shaw

We explore the use of Deep Learning to infer the temperature of the intergalactic medium from the transmitted flux in the high redshift Lyman-alpha forest. We train Neural Networks…