Yuan-Sen Ting
- 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 · 3 citations
#astro-ph.IM #cs.DL #cs.IR
- Discovery of the Magellanic Stellar Stream Out to 100 kpc
2023/06/27 by Vedant Chandra, Rohan P. Naidu, Charlie Conroy +8 · 2 voices · 4 citations
Physics and Astronomy · #Astrophysics and Star Formation Studies #Gamma-ray bursts and supernovae #Stellar, planetary, and galactic studies #astro-ph.GA
- AstroLLaMA: Towards Specialized Foundation Models in Astronomy
2023/09/12 by Tuan Nguyen, Nguyen, Tuan Dung, Yuan-Sen Ting +44 · 7 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
- Why Machine Learning Models Systematically Underestimate Extreme Values
2024/12/08 by Yuan-Sen Ting, Ting, Yuan-Sen · 4 voices · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- At least one in a dozen stars exhibits evidence of planetary ingestion
2024/03/19 by Fan Liu, Yuan-Sen Ting, David Yong +6 · 1 voice · 5 citations
#astro-ph.SR #astro-ph.EP
- All-Sky Kinematics of the Distant Halo: The Reflex Response to the LMC
2024/06/03 by Vedant Chandra, Rohan P. Naidu, Chandra, Vedant +25 · 1 voice · 3 citations
#astro-ph.GA
- A Diffuse Metal-Poor Component of the Sagittarius Stream Revealed by the\n H3 Survey
2020/07/28 by Benjamin D. Johnson, Johnson, Benjamin D., Charlie Conroy +15 · 2 citations
Physics and Astronomy · Engineering · #Stellar, planetary, and galactic studies #Astronomy and Astrophysical Research #Astronomical Observations and Instrumentation
- Dwarf galaxy archaeology from chemical abundances and star formation histories
2022/10/04 by James W. Johnson, Johnson, James W., Charlie Conroy +19 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Gamma-ray bursts and supernovae #Stellar, planetary, and galactic studies
- Determining Stellar Elemental Abundances from DESI Spectra with the Data-Driven Payne
2024/02/09 by Meng Zhang, Maosheng Xiang, Zhang, Meng +19 · 3 citations
Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Scientific Research and Discoveries #Solar and Stellar Astrophysics (astro-ph.SR)
- Mapping the Milky Way in 5D with 170 Million Stars
2024/07/24 by Joshua S. Speagle, Catherine Zucker, Ana Bonaca +25 · 1 voice · 2 citations
Physics and Astronomy · #Stellar, planetary, and galactic studies #Gamma-ray bursts and supernovae #Astronomy and Astrophysical Research
- Zephyr : Stitching Heterogeneous Training Data with Normalizing Flows for Photometric Redshift Inference
2023/10/31 by Zechang Sun, Joshua S. Speagle, Sun, Zechang +7 · 2 citations
Environmental Science · Computer Science · #Species Distribution and Climate Change #Gaussian Processes and Bayesian Inference
- Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content
2023/08/26 by Charles O’Neill, O'Neill, Charles, Jack Miller +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection #Topic Modeling
- C3PO: Towards a complete census of co-moving pairs of stars. I. High precision stellar parameters for 250 stars
2023/09/04 by David Yong, Yong, David, Fan Liu +15 · 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
- The Rapid Formation of the Metal Poor Milky Way
2024/09/06 by Turner Woody, Charlie Conroy, Woody, Turner +15 · 3 citations
Physics and Astronomy · #Astro and Planetary Science #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Stellar, planetary, and galactic studies
- AstroMLab 1: Who Wins Astronomy Jeopardy!?
2024/07/15 by Yuan-Sen Ting, Tuan Dung Nguyen, Ting, Yuan-Sen +19 · 4 citations
Economics, Econometrics and Finance · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computation and Language (cs.CL) #Earth and Planetary Astrophysics (astro-ph.EP) #Economic Growth and Productivity #FOS: Computer and information sciences #FOS: Physical sciences #History and Developments in Astronomy #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar and Stellar Astrophysics (astro-ph.SR) #Space exploration and regulation
- Interpreting Multi-band Galaxy Observations with Large Language Model-Based Agents
2024/09/23 by Zechang Sun, Sun, Zechang, Yuan-Sen Ting +9 · 3 citations
Decision Sciences · #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #demographic modeling and climate adaptation
- Large Language Models Achieve Gold Medal Performance at the International Olympiad on Astronomy & Astrophysics (IOAA)
2025/10/06 by Lucas Carrit Delgado Pinheiro, Pinheiro, Lucas Carrit Delgado, Ziru Chen +11 · 3 voices · 1 citation
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #astro-ph.IM #cs.AI #cs.CL
- AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets
2024/01/03 by Ernest Perkowski, Rui Pan, Perkowski, Ernest +25 · 2 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 #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Solar and Stellar Astrophysics (astro-ph.SR) #Topic Modeling
- TransformerPayne: enhancing spectral emulation accuracy and data efficiency by capturing long-range correlations
2024/07/08 by Tomasz Różański, Różański, Tomasz, Yuan-Sen Ting +3 · 2 citations
Engineering · #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Magneto-Optical Properties and Applications #Solar and Stellar Astrophysics (astro-ph.SR) #Thin-Film Transistor Technologies
- Half a Million M Dwarf Stars Characterized Using Domain-Adapted Spectral Analysis
2025/02/04 by Shuo Zhang, Zhang, Shuo, Huawei Zhang +13 · 3 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- Statistical Machine Learning for Astronomy -- A Textbook
2025/06/13 by Yuan-Sen Ting, Ting, Yuan-Sen · 1 voice · 1 citation
#astro-ph.IM #cs.LG #stat.AP #stat.ML
- Quantifying Bursty Star Formation in Dwarf Galaxies
2024/08/13 by Yuan-Sen Ting, Alexander P. Ji · 1 voice · 1 citation
#astro-ph.GA #astro-ph.CO #astro-ph.SR
- Toward a Spectral Foundation Model: An Attention-Based Approach with Domain-Inspired Fine-Tuning and Wavelength Parameterization
2023/06/27 by Tomasz Różański, Yuan-Sen Ting, Różański, Tomasz +3 · 1 citation
Computer Science · #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Neural Networks and Reservoir Computing #Solar and Stellar Astrophysics (astro-ph.SR)
- Inferring astrophysical parameters using the 2D cylindrical power spectrum from reionisation
2024/03/21 by Bradley Greig, David Prelogović, Greig, Bradley +7 · 1 citation
Earth and Planetary Sciences · Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Geophysics and Gravity Measurements #Radio Astronomy Observations and Technology
- SpecCLIP v1.0.0: Aligning and Translating Spectroscopic Measurements for Stars
2025/07/02 by Xiaosheng Zhao, Zhao, Xiaosheng, Huang Yang +15 · 4 citations
Physics and Astronomy · #Artificial Intelligence (cs.AI) #Astronomy and Astrophysical Research #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers
2023/10/19 by Daniela Huppenkothen, Michelle Ntampaka, Huppenkothen, D. +40 · 1 citation
Engineering · Physics and Astronomy · #Astronomy and Astrophysical Research #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #SAS software applications and methods
- Enhanced magnetic activity in rapidly rotating binary stars
2025/05/26 by Jie Yu, Yu, Jie, Charlotte Gehan +27 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics and Star Formation Studies #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- Why Machine Learning Models Systematically Underestimate Extreme Values
2025/07/16 by Yuan-Sen Ting · 1 voice · 1 citation
Mathematics · Decision Sciences · #Advanced Statistical Methods and Models #Forecasting Techniques and Applications #Scientific Measurement and Uncertainty Evaluation
- Deriving Stellar Properties, Distances, and Reddenings using Photometry and Astrometry with BRUTUS
2025/03/04 by Joshua S. Speagle, Speagle, Joshua S., Catherine Zucker +39 · 1 voice · 1 citation
#astro-ph.SR #astro-ph.GA #astro-ph.IM
- Identification of 30,000 White Dwarf-Main Sequence binaries candidates from Gaia DR3 BP/RP(XP) low-resolution spectra
2025/01/24 by Jiadong Li, Li, Jiadong, Yuan-Sen Ting +12 · 1 citation
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Gamma-ray bursts and supernovae #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- Cosmological evolution of metallicity correlation functions from the Auriga simulations
2024/02/13 by Zefeng Li, Robert J. J. Grand, Li, Zefeng +16 · 1 citation
Earth and Planetary Sciences · Biochemistry, Genetics and Molecular Biology · #High-pressure geophysics and materials #Geomagnetism and Paleomagnetism Studies
- The Twentieth Data Release of the Sloan Digital Sky Survey: First All-Sky BOSS Spectra, eROSITA-SDSS-V Mapper Coordinated Observations, and a Preview of the Local Volume Mapper
2026/07/28 by SDSS Collaboration, Mojgan Aghakhanloo, David Aguilar +273
Physics and Astronomy · #astro-ph.CO #astro-ph.GA #astro-ph.IM #astro-ph.SR
- The Payne Zero Project I: Stellar Spectra from Physical Models in Seconds
2026/07/27 by Yuan-Sen Ting, Elliot M. Kim
#astro-ph.SR #astro-ph.IM
- LMC-induced Perturbations in the Milky Way Halo II: Bridging Field-level Inference and Summary-level Simulation-Based Inference
2026/07/22 by Yanjun Sheng, Yuan-Sen Ting, Tomasz Różański +3
#astro-ph.GA