2 papers
astro-ph.SR2025
Classifying Cool Dwarfs: Comprehensive Spectral Typing of Field and Peculiar Dwarfs Using Machine Learning
Tianxing Zhou, Christopher A. Theissen, S. Jean Feeser +4
Low-mass stars and brown dwarfs -- spectral types (SpTs) M0 and later -- play a significant role in studying stellar and substellar processes and demographics, reaching down to pla…
astro-ph.SR2022
Using Old and New Approaches: Determining Physical Properties of Brown Dwarfs with Empirical Relations and Machine Learning Models
S. Jean Feeser, William M. J. Best
We investigate applications of machine learning models to directly infer physical properties of brown dwarfs from their photometry and spectra using . We demon…