Carbon Stars and Their Hidden Population: Insights from Gaia DR3

The study used Gaia DR3 data and machine learning to identify 43,574 carbon star candidates, including dwarf carbon (dC) stars, which inherit carbon from former AGB companions. They measured a dC space density of 1.96 × 10⁻⁶ stars per cubic parsec, showing they are more common than previously thought. This research improves understanding of binary star evolution and highlights the power of machine learning in astronomy. Future work will refine classifications and explore dC star variability.