Machine learning astrophysics from 21 cm lightcones: impact of network architectures and signal contamination

David Prelogović, Andrei Mesinger, Steven Murray +2

Imaging the cosmic 21 cm signal will map out the first billion years of our Universe. The resulting 3D lightcone (LC) will encode the properties of the unseen first galaxies and ph…