Ciucă, Ioana
- 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 · 11 citations
#astro-ph.IM #astro-ph.GA #astro-ph.SR
- AstroLLaMA: Towards Specialized Foundation Models in Astronomy
2023/09/12 by Tuan Nguyen, Yuan-Sen Ting, Nguyen, Tuan Dung +44 · 9 citations
Computer Science · #Astrophysics of Galaxies (astro-ph.GA) #Computation and Language (cs.CL) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Topic Modeling
- Harnessing the Power of Adversarial Prompting and Large Language Models for Robust Hypothesis Generation in Astronomy
2023/06/20 by Ioana Ciucă, Ciucă, Ioana, Yuan-Sen Ting +5 · 2 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- 3D NLTE Lithium abundances for late-type stars in GALAH DR3
2024/02/05 by Ella Xi Wang, Thomas Nordlander, Wang, Ella Xi +17 · 2 citations
Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- 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 · 2 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods #Topic Modeling #cs.CL
- Sparks of Science: Hypothesis Generation Using Structured Paper Data
2025/04/17 by Charles O’Neill, Tirthankar Ghosal, O'Neill, Charles +11 · 3 citations
Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Multimodal Machine Learning Applications #Topic Modeling
- From Queries to Criteria: Understanding How Astronomers Evaluate LLMs
2025/07/21 by Alina Hyk, Kiera McCormick, Hyk, Alina +17 · 2 voices · 2 citations
#cs.CL #astro-ph.IM
- Cosmological evolution of metallicity correlation functions from the Auriga simulations
2024/02/13 by Zefeng Li, Li, Zefeng, Robert J. J. Grand +16 · 1 citation
Earth and Planetary Sciences · Biochemistry, Genetics and Molecular Biology · #High-pressure geophysics and materials #Geomagnetism and Paleomagnetism Studies