Mike Walmsley
- The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
2024/12/03 by Jeroen Audenaert, The Multimodal Universe Collaboration, Audenaert, Jeroen +54 · 3 voices · 8 citations
#astro-ph.IM #astro-ph.GA #astro-ph.SR
- 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
- Galaxy Zoo DESI: Detailed Morphology Measurements for 8.7M Galaxies in the DESI Legacy Imaging Surveys
2023/09/20 by Mike Walmsley, Tobias Géron, Walmsley, Mike +29 · 8 citations
Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Data Visualization and Analytics #Statistics Education and Methodologies
- Galaxy Zoo DESI: large-scale bars as a secular mechanism for triggering AGN
2024/06/28 by Izzy L. Garland, Garland, Izzy L., Mike Walmsley +35 · 1 voice · 3 citations
Engineering · #3D Modeling in Geospatial Applications
- Galaxy mergers in Subaru HSC-SSP: a deep representation learning approach for identification and the role of environment on merger incidence
2023/09/27 by Kiyoaki Christopher Omori, Omori, Kiyoaki Christopher, Connor Bottrell +17 · 3 citations
Physics and Astronomy · #Adaptive optics and wavefront sensing #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- Scaling Laws for Galaxy Images
2024/04/03 by Mike Walmsley, Walmsley, Mike, Micah Bowles +37 · 3 citations
Computer Science · #Astrophysics of Galaxies (astro-ph.GA) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences
- Galaxy Zoo CEERS: Bar fractions up to z~4.0
2025/05/02 by Tobias Géron, Rebecca Smethurst, Géron, Tobias +47 · 5 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
- Euclid: A complete Einstein ring in NGC 6505
2025/02/01 by C. M. O'Riordan, Conor M. O’Riordan, L. J. Oldham +224 · 4 voices · 1 citation
Physics and Astronomy · #Adaptive optics and wavefront sensing #Astrophysical Phenomena and Observations #Galaxies: Formation, Evolution, Phenomena #astro-ph.GA
- The Second CHIME/FRB Catalog of Fast Radio Bursts
2026/01/31 by Thomas Abbott, Bridget C. Andersen, Shion Andrew +75 · 3 citations
Physics and Astronomy · #Pulsars and Gravitational Waves Research #Astrophysical Phenomena and Observations #Gamma-ray bursts and supernovae
- Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers
2023/10/19 by Daniela Huppenkothen, Huppenkothen, D., Michelle Ntampaka +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
- Sparks of Science: Hypothesis Generation Using Structured Paper Data
2025/04/17 by Charles O’Neill, Tirthankar Ghosal, O'Neill, Charles +11 · 2 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
- Classifying merger stages with adaptive deep learning and cosmological hydrodynamical simulations
2025/02/10 by de Graaff, Rosa, Berta Margalef-Bentabol, Margalef-Bentabol, Berta +10 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #Computational Physics and Python Applications #FOS: Physical sciences #Gamma-ray bursts and supernovae #Modeling, Simulation, and Optimization