Baron, Dalya

1. Machine Learning in Astronomy: a practical overview
   2019/04/15 by Dalya Baron, Baron, Dalya · 10 citations
   Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #FOS: Physical sciences #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)
2. Polycyclic Aromatic Hydrocarbon and CO(2-1) Emission at 50-150 pc Scales in 70 Nearby Galaxies
   2024/10/07 by Ryan Chown, Chown, Ryan, Adam K. Leroy +83 · 5 citations
   Engineering · Physics and Astronomy · #Astrophysics and Star Formation Studies #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Phase Equilibria and Thermodynamics
3. PHANGS-ML: the universal relation between PAH band and optical line ratios across nearby star-forming galaxies
   2024/10/03 by Baron, Dalya, Sandstrom, Karin, Sutter, Jessica +22 · 3 citations
   #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
4. PHANGS-ML: dissecting multiphase gas and dust in nearby galaxies using machine learning
   2024/02/06 by Baron, Dalya, Sandstrom, Karin M., Rosolowsky, Erik +25 · 2 citations
   #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
5. PAH Feature Ratios Around Stellar Clusters and Associations in 19 Nearby Galaxies
   2025/01/17 by Dale, Daniel A., Graham, Gabrielle B., Barnes, Ashley T. +27 · 2 citations
   #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
6. ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?
   2025/10/28 by Christine Ye, Ye, Christine, Sihan Yuan +23 · 2 voices · 1 citation
   #cs.CL #astro-ph.IM
7. Polycyclic aromatic hydrocarbons destruction in star-forming regions across 42 nearby galaxies
   2025/09/17 by Egorov, Oleg V., Leroy, Adam K., Sandstrom, Karin +30 · 2 citations
   #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences