A redshift-conditioned diffusion model generates galaxy images whose ellipticity, size, Sersic index, and isophotal area track the morphology-redshift trends observed in the Hyper Suprime-Cam survey.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
astro-ph.GA 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Understanding Galaxy Morphology Evolution Through Cosmic Time via Redshift Conditioned Diffusion Models
A redshift-conditioned diffusion model generates galaxy images whose ellipticity, size, Sersic index, and isophotal area track the morphology-redshift trends observed in the Hyper Suprime-Cam survey.