Catalog-free modeling of galaxy types in deep images: Massive dimensional reduction with neural networks

Florian Livet, Tom Charnock, Damien Le Borgne +1

Current models of galaxy evolution are constrained by the analysis of catalogs containing the flux and size of galaxies extracted from multiband deep fields carrying inevitable obs…