2 papers
astro-ph.IM2026
astromorph: Self-supervised machine learning pipeline for astronomical morphology analysis
Per Bjerkeli, Jouni Kainulainen, Maria Carmen Toribio +2
Modern telescopes generate increasingly large and diverse datasets, often consisting of complex and morphologically rich structures. To efficiently explore such data requires autom…
astro-ph.GA2025
Dust extinction map of the Galactic plane based on the UKIDSS survey data
Miaomiao Zhang, Jouni Kainulainen, He Zhao +5
Dust plays a critical role in the study of the interstellar medium (ISM). Extinction maps derived from optical surveys often fail to capture regions with high column density due to…