2 papers
astro-ph.GA2026
Exploring the effects of diffuse ionised gas in two local analogues of high-redshift star-forming galaxies
P. Lagos, A. Nigoche-Netro, T. C. Scott +2
Aims. We investigate the impact of diffuse ionised gas (DIG) on the determination of emission line ratios and gas-phase metallicities in two local analogues of high-redshift star-f…
astro-ph.GA2025
Morphological Classification of Galaxies Through Structural and Star Formation Parameters Using Machine Learning
G. Aguilar-Argüello, G. Fuentes-Pineda, H. M. Hernández-Toledo +9
We employ the XGBoost machine learning (ML) method for the morphological classification of galaxies into two (early-type, late-type) and five (E, S0--S0a, Sa--Sb, Sbc--Scd, Sd--Irr…