The Spheroidal Bulge of the Milky Way: Chemodynamically Distinct from the Inner-Thick Disc and Bar
Samir Nepal, Cristina Chiappini, Angeles P\'erez-Villegas, Anna B. Queiroz, Stefano Souza, Matthias Steinmetz, Friedrich Anders, Arman Khalatyan, Beatriz Barbuy, Guillaume Guiglion

TL;DR
This study uses new spectroscopic data and machine learning to identify and characterize the spheroidal bulge of the Milky Way, revealing its distinct chemodynamical properties and early rapid formation history.
Contribution
First application of Gaia-RVS spectroscopy to the bulge, combined with a novel hybrid-CNN approach for stellar parameter derivation, to distinguish the spheroidal bulge from other components.
Findings
Identified the pressure-supported spheroidal bulge as a distinct stellar population.
Found the bulge's metallicity peaks at -0.70 dex with high-[alpha/Fe] signature.
Detected influence of the Galactic bar on bulge dynamics.
Abstract
Studying the composition and origin of the inner region of our Galaxy -- the "Galactic bulge" -- is crucial for understanding the formation and evolution of the Milky Way and other galaxies. We present new observational constraints based on a sample of around 18,000 stars in the inner Galaxy, combining Gaia DR3 RVS and APOGEE DR17 spectroscopy. Gaia-RVS complements APOGEE by improving sampling of the metallicity, [Fe/H] in the -2.0 to -0.5 dex range. This work marks the first application of Gaia-RVS spectroscopy to the bulge region, enabled by a novel machine learning approach (hybrid-CNN) that derives stellar parameters from intermediate-resolution spectra with precision comparable to APOGEE's infrared data. We performed full orbit integrations using a barred Galactic potential and applied orbital frequency analysis to disentangle the stellar populations in the inner Milky Way. For the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
