Dalya Baron

First-authored papers

1. [2410.02864] PHANGS-ML: the universal relation between PAH band and optical line ratios across nearby star-forming galaxies (Oct 3, 2024)
   Dalya Baron, Karin Sandstrom, Jessica Sutter, Hamid Hassani, Brent Groves, Adam Leroy, Eva Schinnerer, Médéric Boquien, Matilde Brazzini, Jérémy Chastenet, Daniel Dale, Oleg Egorov, Simon Glover, Ralf Klessen, Debosmita Pathak, Erik Rosolowsky, Frank Bigiel, Mélanie Chevance, Kathryn Grasha, Annie Hughes, J. Eduardo Méndez-Delgado, Jérôme Pety, Thomas Williams, Stephen Hannon, Sumit Sarbadhicary
   
   
2. [2402.04330] PHANGS-ML: dissecting multiphase gas and dust in nearby galaxies using machine learning (Feb 6, 2024)
   Dalya Baron, Karin M. Sandstrom, Erik Rosolowsky, Oleg V. Egorov, Ralf S. Klessen, Adam K. Leroy, Médéric Boquien, Eva Schinnerer, Francesco Belfiore, Brent Groves, Jérémy Chastenet, Daniel A. Dale, Guillermo A. Blanc, José E. Méndez-Delgado, Eric W. Koch, Kathryn Grasha, Mélanie Chevance, David A. Thilker, Dario Colombo, Thomas G. Williams, Debosmita Pathak, Jessica Sutter, Toby Brown, John F. Wu, J. E. G. Peek, Eric Emsellem, Kirsten L. Larson, Justus Neumann
   
   
3. [2401.09576] Not so windy after all: MUSE disentangles AGN-driven winds from merger-induced flows in rapidly-transitioning galaxies (Jan 17, 2024)
   Dalya Baron, Hagai Netzer, Dieter Lutz, Ric I. Davies, J. Xavier Prochaska
   
   
4. [2204.11881] Star formation and molecular gas properties of post-starburst galaxies (Apr 25, 2022)
   Dalya Baron, Hagai Netzer, K. Decker French, Dieter Lutz, Ric I. Davies, J. Xavier Prochaska
   
   
5. [2105.08071] Multi-phase outflows in post starburst E+A galaxies -- I. General sample properties and the prevalence of obscured starbursts (May 17, 2021)
   Dalya Baron, Hagai Netzer, Dieter Lutz, J. Xavier Prochaska, Ric I. Davies
   
   
6. [2006.13948] Extracting the main trend in a dataset: the Sequencer algorithm (Jun 24, 2020)
   Dalya Baron, Brice Ménard
   
   
7. [2004.04749] Multi-phase outflows in post starburst E+A galaxies -- II. A direct connection between the neutral and ionized outflow phases (Apr 9, 2020)
   Dalya Baron, Hagai Netzer, Ric I. Davies, J. Xavier Prochaska
   
   
8. [1904.07248] Machine Learning in Astronomy: a practical overview (Apr 15, 2019)
   Dalya Baron
   
   
9. [1903.11076] Discovering AGN-driven winds through their infrared emission: II. Mass outflow rate and energetics (Mar 26, 2019)
   Dalya Baron, Hagai Netzer
   
   
10. [1903.01996] Black hole mass estimation for Active Galactic Nuclei from a new angle (Mar 5, 2019)
    Dalya Baron, Brice Ménard
    
    
11. [1810.06562] Discovering AGN-driven winds through their infrared emission: I. General method and wind location (Oct 15, 2018)
    Dalya Baron, Hagai Netzer
    
    
12. [1804.03150] Direct evidence of AGN-feedback: a post starburst galaxy stripped of its gas by AGN-driven winds (Apr 9, 2018)
    Dalya Baron, Hagai Netzer, J. Xavier Prochaska, Zheng Cai, Sebastiano Cantalupo, D. Christopher Martin, Mateusz Matuszewski, Anna M. Moore, Patrick Morrissey, James D. Neill
    
    
13. [1705.03891] Evidence of ongoing AGN-driven feedback in a quiescent post starburst E+A galaxy (May 10, 2017)
    Dalya Baron, Hagai Netzer, Dovi Poznanski, J. Xavier Prochaska, Natascha M. Forster Schreiber
    
    
14. [1611.07526] The weirdest SDSS galaxies: results from an outlier detection algorithm (Nov 22, 2016)
    Dalya Baron, Dovi Poznanski
    
    
15. [1603.06948] Evidence that most type 1 AGN are reddened by dust in the host ISM (Mar 22, 2016)
    Dalya Baron, Jonathan Stern, Dovi Poznanski, Hagai Netzer
    
    
16. [1501.04631] Using machine learning to classify the diffuse interstellar bands (Jan 19, 2015)
    Dalya Baron, Dovi Poznanski, Darach Watson, Yushu Yao, Nick L. J. Cox, J. Xavier Prochaska
    
    
17. [1406.7006] Dusting off the diffuse interstellar bands: DIBs and dust in extragalactic SDSS spectra (Jun 26, 2014)
    Dalya Baron, Dovi Poznanski, Darach Watson, Yushu Yao, J. Xavier Prochaska
    
    

Co-authored papers

1. [2601.06253] Masers and Broad-Line Mapping Favor Magnetically-Dominated AGN Accretion Disks (Jan 9, 2026)
   Philip F. Hopkins, Dalya Baron, Joanna M. Piotrowska
   
   
2. [2511.14833] Localized Deviations from the CO-PAH Relation in PHANGS-JWST Galaxies: Faint PAH Emission or Elevated CO Emissivity? (Nov 18, 2025)
   Jaeyeon Kim, Adam K. Leroy, Karin Sandstrom, Sharon E. Meidt, Yu-Hsuan Teng, Miguel Querejeta, Eva Schinnerer, Susan E. Clark, Ryan Chown, Simon C. O. Glover, Daniel A. Dale, Dalya Baron, Jessica Sutter, Ashley T. Barnes, Jakob den Brok, Rupali Chandar, I-Da Chiang, Oleg V. Egorov, Kathryn Grasha, Ralf S. Klessen, Kathryn Kreckel, Eric W. Koch, Hannah Koziol, Lukas Neumann, Hsi-An Pan, Sophia K. Stuber, Tony D. Weinbeck, Thomas G. Williams
   
   
3. [2510.24591] ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers? (Oct 28, 2025)
   Christine Ye, Sihan Yuan, Suchetha Cooray, Steven Dillmann, Ian L. V. Roque, Dalya Baron, Philipp Frank, Sergio Martin-Alvarez, Nolan Koblischke, Frank J Qu, Diyi Yang, Risa Wechsler, Ioana Ciuca
   
   
4. [2509.13845] Polycyclic aromatic hydrocarbons destruction in star-forming regions across 42 nearby galaxies (Sep 17, 2025)
   Oleg V. Egorov, Adam K. Leroy, Karin Sandstrom, Kathryn Kreckel, Dalya Baron, Francesco Belfiore, Ryan Chown, Jessica Sutter, Médéric Boquien, Mar Canal i Saguer, Enrico Congiu, Daniel A. Dale, Evgeniya Egorova, Michael Huber, Jing Li, Thomas G. Williams, Jérémy Chastenet, I-Da Chiang, Ivan Gerasimov, Hamid Hassani, Hwihyun Kim, Hannah Koziol, Janice C. Lee, Rebecca L. McClain, José Eduardo Méndez Delgado, Hsi-An Pan, Debosmita Pathak, Erik Rosolowsky, Sumit K. Sarbadhicary, Eva Schinnerer, David Thilker, Leonardo Ubeda, Tony Weinbeck
   
   
5. [2504.11531] Oxyster: A Circumgalactic Low-ionization Oxygen Nebula next to a Starburst Galaxy at $z\sim1$ (Apr 15, 2025)
   Pengjun Lu, Mingyu Li, Dalya Baron, Minghao Yue, Song Huang, Zheng Cai
   
   
6. [2503.17921] Empirical SED Templates for Star Clusters Observed with HST and JWST: No Strong PAH or IR Dust Emission after Five Myr (Mar 23, 2025)
   Bradley C. Whitmore, Rupali Chandar, Janice C. Lee, Kiana F. Henny, M. Jimena Rodriguez, Dalya Baron, F. Bigiel, Mederic Boquien, Melanie Chevance, Ryan Chown, Daniel A. Dale, Matthew Floyd, Kathryn Grasha, Simon C. O. Glover, Oleg Gnedin, Hamid Hassani, Remy Indebetouw, Anand Utsav Kapoor, Kirsten L. Larson, Adam K. Leroy, Daniel Maschmann, Fabian Scheuermann, Jessica Sutter, Eva Schinnerer, Sumit K. Sarbadhicary, David A. Thilker, Thomas G. Williams, Aida Wofford
   
   
7. [2502.00165] Linking stellar populations to HII regions across nearby galaxies. II. Infrared Reprocessed and UV Direct Radiation Pressure in HII Regions (Jan 31, 2025)
   Debosmita Pathak, Adam Leroy, Todd Thompson, Laura Lopez, Ashley Barnes, Daniel Dale, Ian Blackstone, Simon C. O. Glover, Shyam Menon, Jessica Sutter, Thomas Williams, Dalya Baron, Francesco Belfiore, Frank Bigiel, Alberto Bolatto, Mederic Boquien, Rupali Chandar, Mélanie Chevance, Ryan Chown, Kathryn Grasha, Brent Groves, Ralf Klessen, Kathryn Kreckel, Jing Li, José Méndez-Delgado, Erik W. Rosolowsky, Karin Sandstrom, Sumit Sarbadhicary, Jiayi Sun, Leonardo 'Ubeda
   
   
8. [2501.10539] PAH Feature Ratios Around Stellar Clusters and Associations in 19 Nearby Galaxies (Jan 17, 2025)
   Daniel A. Dale, Gabrielle B. Graham, Ashley T. Barnes, Dalya Baron, Frank Bigiel, Médéric Boquien, Rupali Chandar, Jérémy Chastenet, Ryan Chown, Oleg V. Egorov, Simon C. O. Glover, Lindsey Hands, Kiana F. Henny, Remy Indebetouw, Ralf S. Klessen, Kirsten L. Larson, Janice C. Lee, Adam K. Leroy, Daniel Maschmann, Debosmita Pathak, M. Jimena Rodríguez, Erik Rosolowsky, Karin Sandstrom, Eva Schinnerer, Jessica Sutter, David A. Thilker, Tony D. Weinbeck, Bradley C. Whitmore, Thomas G. Williams, Aida Wofford
   
   
9. [2410.05397] Polycyclic Aromatic Hydrocarbon and CO(2-1) Emission at 50-150 pc Scales in 70 Nearby Galaxies (Oct 7, 2024)
   Ryan Chown, Adam K. Leroy, Karin Sandstrom, Jeremy Chastenet, Jessica Sutter, Eric W. Koch, Hannah B. Koziol, Lukas Neumann, Jiayi Sun, Thomas G. Williams, Dalya Baron, Gagandeep S. Anand, Ashley T. Barnes, Zein Bazzi, Francesco Belfiore, Alberto Bolatto, Mederic Boquien, Frank Bigiel, Yixian Cao, Melanie Chevance, Dario Colombo, Daniel A. Dale, Jakob den Brok, Oleg V. Egorov, Cosima Eibensteiner, Eric Emsellem, Hamid Hassani, Jonathan D. Henshaw, Hao He, Jaeyeon Kim, Ralf S. Klessen, Kathryn Kreckel, Kirsten L. Larson, Janice C. Lee, Sharon E. Meidt, Eric J. Murphy, Elias K. Oakes, Eve C. Ostriker, Hsi-An Pan, Debosmita Pathak, Erik Rosolowsky, Sumit K. Sarbadhicary, Eva Schinnerer, Yu-Hsuan Teng, David A. Thilker, Tony D. Weinbeck, Elizabeth J. Watkins
   
   
10. [2410.00106] Metallicity calibrations based on auroral lines from PHANGS-MUSE data (Sep 30, 2024)
    Matilde Brazzini, Francesco Belfiore, Michele Ginolfi, Brent Groves, Kathryn Kreckel, Ryan J. Rickards Vaught, Dalya Baron, Frank Bigiel, Guillermo A. Blanc, Daniel A. Dale, Kathryn Grasha, Eric Habjan, Ralf S. Klessen, J. Eduardo Méndez-Delgado, Karin Sandstrom, Thomas G. Williams
    
    
11. [1911.01947] Exploring the Diversity of Type 1 Active Galactic Nuclei Identified in SDSS-IV/SPIDERS (Nov 5, 2019)
    Julien Wolf, Mara Salvato, Damien Coffey, Andrea Merloni, Johannes Buchner, Riccardo Arcodia, Dalya Baron, Francisco J. Carrera, Johan Comparat, Donald P. Schneider, Kirpal Nandra
    
    
12. [1811.05994] Probabilistic Random Forest: A machine learning algorithm for noisy datasets (Nov 14, 2018)
    Itamar Reis, Dalya Baron, Sahar Shahaf
    
    
13. [1802.01824] On the limitations of statistical absorption studies with the Sloan Digital Sky Surveys I--III (Feb 6, 2018)
    Ting-Wen Lan, Brice Ménard, Dalya Baron, Sean Johnson, Dovi Poznanski, J. Xavier Prochaska, John O'Meara
    
    
14. [1711.00022] Detecting outliers and learning complex structures with large spectroscopic surveys - a case study with APOGEE stars (Oct 31, 2017)
    Itamar Reis, Dovi Poznanski, Dalya Baron, Gail Zasowski, Sahar Shahaf
    
    
15. [1705.03190] The Effect of Interstellar Absorption on Measurements of the Baryon Acoustic Peak in the Lyman-α Forest (May 9, 2017)
    Yishay Vadai, Dovi Poznanski, Dalya Baron, Peter E. Nugent, David Schlegel