Wu, John F.
- The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
2024/12/03 by Jeroen Audenaert, The Multimodal Universe Collaboration, Micah Bowles +54 · 3 voices · 8 citations
#astro-ph.IM #astro-ph.GA #astro-ph.SR
- The SAGA Survey. V. Modeling Satellite Systems around Milky Way-mass Galaxies with Updated UniverseMachine
2024/04/22 by Yunchong Wang, Wang, Yunchong, Ethan O. Nadler +25 · 5 citations
Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Stellar, planetary, and galactic studies
- Target Selection and Sample Characterization for the DESI LOW-Z Secondary Target Program
2022/12/14 by Elise Darragh-Ford, John F. Wu, Darragh-Ford, Elise +96 · 1 voice · 2 citations
Engineering · Physics and Astronomy · #Astronomy and Astrophysical Research #CCD and CMOS Imaging Sensors #Galaxies: Formation, Evolution, Phenomena #astro-ph.GA
- 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
- Predicting the spectrum of UGC 2885, Rubin's Galaxy with machine\n learning
2021/05/07 by Benne W. Holwerda, Holwerda, Benne W., John F. Wu +23 · 1 citation
Chemistry · Mathematics · #Advanced Statistical Methods and Models #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Spectroscopy and Chemometric Analyses #Statistical and numerical algorithms
- Designing an Evaluation Framework for Large Language Models in Astronomy Research
2024/05/30 by Wu, John F., Hyk, Alina, McCormick, Kiera +15 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Insights on Galaxy Evolution from Interpretable Sparse Feature Networks
2024/12/30 by John F. Wu, Wu, John F. · 2 voices · 2 citations
Computer Science · Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #astro-ph.GA #cs.LG
- Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks
2024/11/19 by Garuda, Nikhil, Wu, John F., Nelson, Dylan +1 · 2 citations
#Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Predicting galaxy spectra from images with hybrid convolutional neural networks
2020/09/25 by Wu, John F., Peek, J. E. G. · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Disentangling Dense Embeddings with Sparse Autoencoders
2024/08/01 by Charles O’Neill, O'Neill, Charles, Christine Ye +5 · 2 citations
Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
- Katachi: Decoding the Imprints of Past Star Formation on Present Day Morphology in Galaxies with Interpretable CNNs
2024/04/08 by Alfonzo, Juan Pablo, Iyer, Kartheik G., Akiyama, Masayuki +8 · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
- How does feedback affect the star formation histories of galaxies?
2025/08/28 by Kartheik G. Iyer, Tjitske K. Starkenburg, Tjitske Starkenburg +46 · 3 voices · 1 citation
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Electrical and Electromagnetic Research #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #astro-ph.CO #astro-ph.GA