Tsutomu T. Takeuchi

Extracting an Informative Latent Representation of High-Dimensional Galaxy Spectra

2023 · arXiv (Cornell University)

To understand the fundamental parameters of galaxy evolution, we investigated the minimum set of parameters that explain the observed galaxy spectra in the local Universe. We identified four latent variables that efficiently represent the diversity …