Weak-lensing shear measurement with machine learning: teaching artificial neural networks about feature noise

Malte Tewes, Thibault Kuntzer, Reiko Nakajima +3

Cosmic shear is a primary cosmological probe for several present and upcoming surveys investigating dark matter and dark energy, such as Euclid or WFIRST. The probe requires an ext…