Marc Huertas-Company
- The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
2024/12/03 by The Multimodal Universe Collaboration, Jeroen Audenaert, Micah Bowles +54 · 3 voices · 13 citations
Physics and Astronomy · #astro-ph.IM #astro-ph.GA #astro-ph.SR
- The Rise of Faint, Red AGN at z>4: A Sample of Little Red Dots in the JWST Extragalactic Legacy Fields
2024/04/04 by Dale D. Kocevski, Kocevski, Dale D., Steven L. Finkelstein +126 · 3 voices · 9 citations
Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Gamma-ray bursts and supernovae #astro-ph.GA
- The Complete CEERS Early Universe Galaxy Sample: A Surprisingly Slow Evolution of the Space Density of Bright Galaxies at z ~ 8.5-14.5
2023/11/07 by Steven L. Finkelstein, Finkelstein, Steven L., Gene C. K. Leung +106 · 31 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Stellar, planetary, and galactic studies
- pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy
2024/08/02 by Kartheik G. Iyer, Mikaeel Yunus, Charles O'Neill +27 · 2 voices · 7 citations
Computer Science · Physics and Astronomy · #astro-ph.IM #cs.DL #cs.IR
- AstroPT: Scaling Large Observation Models for Astronomy
2024/05/23 by Michael J. Smith, Smith, Michael J., Ryan J. Roberts +5 · 1 voice · 7 citations
Computer Science · Engineering · Physics and Astronomy · #Adaptive optics and wavefront sensing #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #astro-ph.GA #astro-ph.IM #cs.LG
- Galaxies Going Bananas: Inferring the 3D Geometry of High-Redshift Galaxies with JWST-CEERS
2023/10/23 by Viraj Pandya, Haowen Zhang, Pandya, Viraj +121 · 2 voices · 5 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #astro-ph.GA
- COSMOS2025: The COSMOS-Web galaxy catalog of photometry, morphology, redshifts, and physical parameters from JWST, HST, and ground-based imaging
2025/06/03 by Marko Shuntov, Hollis B. Akins, Shuntov, Marko +110 · 10 citations
Physics and Astronomy · #Galaxies: Formation, Evolution, Phenomena #Astronomy and Astrophysical Research #Gamma-ray bursts and supernovae
- Evolution of the Size-Mass Relation of Star-forming Galaxies Since z=5.5 Revealed by CEERS
2023/11/03 by Ethan M. Ward, Ward, Ethan M., Alexander de la Vega +41 · 3 citations
Physics and Astronomy · #Galaxies: Formation, Evolution, Phenomena #Astronomy and Astrophysical Research #Gamma-ray bursts and supernovae
- Extremely red galaxies at z=5-9 with MIRI and NIRSpec: dusty galaxies or obscured AGNs?
2023/05/23 by Guillermo Barro, Pablo G. Pérez‐González, Barro, Guillermo +57 · 2 citations
Physics and Astronomy · #Adaptive optics and wavefront sensing #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- A brief review of contrastive learning applied to astrophysics
2023/06/08 by Marc Huertas-Company, Regina Sarmiento, Huertas-Company, Marc +3 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Data Analysis with R #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- AstroLLaVA: towards the unification of astronomical data and natural language
2025/04/11 by Sharaf Zaman, Michael J. Smith, Zaman, Sharaf +21 · 1 voice · 3 citations
Computer Science · Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #astro-ph.IM #cs.LG
- NGDEEP Epoch 1: Spatially Resolved Hα Observations of Disk and Bulge Growth in Star-Forming Galaxies at z ∼ 0.6-2.2 from JWST NIRISS Slitless Spectroscopy
2023/10/20 by Lu Shen, Shen, Lu, Casey Papovich +47 · 1 voice · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysical Phenomena and Observations #Stellar, planetary, and galactic studies #astro-ph.GA
- A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models
2025/04/07 by Atilla Kaan Alkan, Shashwat Sourav, Alkan, Atilla Kaan +33 · 2 voices · 5 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods #Topic Modeling #cs.CL
- JWST Constraints on the UV Luminosity Density at Cosmic Dawn: Implications for 21 cm Cosmology
2023/05/04 by Sultan Hassan, Hassan, Sultan, Christopher C. Lovell +23 · 1 citation
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics and Cosmic Phenomena #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Radio Astronomy Observations and Technology
- Hidden in Pixels I: Discovery of dual "little red dots" indicates excess clustering on kilo-parsec scales
2024/12/18 by Takumi S. Tanaka, Tanaka, Takumi S., J. D. Silverman +73 · 2 citations
Computer Science · #Advanced Clustering Algorithms Research #Anomaly Detection Techniques and Applications
- Crimson Behemoth: a Massive Clumpy Structure Hosting a Dusty AGN at z=4.91
2024/09/30 by Takumi S. Tanaka, Tanaka, Takumi S., J. D. Silverman +82 · 2 citations
Earth and Planetary Sciences · #Precipitation Measurement and Analysis