12 citations · 17 across the 2 of their papers we have counts for
2 papers
astro-ph.IM2022★ 12 cited
DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multi-resolution Images
Francisco Förster, Alejandra M. Muñoz Arancibia, Ignacio Reyes +25
We present DELIGHT, or Deep Learning Identification of Galaxy Hosts of Transients, a new algorithm designed to automatically and in real-time identify the host galaxies of extragal…
astro-ph.IM2022★ 5 cited
Bayesian error propagation for neural-net based parameter inference
Daniela Grandón, Elena Sellentin
Neural nets have become popular to accelerate parameter inferences, especially for the upcoming generation of galaxy surveys in cosmology. As neural nets are approximative by natur…