Astronomaly at scale: searching for anomalies amongst 4 million galaxies
Fuente:
arXiv
Saved in:
| Main Authors: | Etsebeth, Verlon, Lochner, Michelle, Walmsley, Mike, Grespan, Margherita |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TEGLIE: Transformer encoders as strong gravitational lens finders in KiDS
by: Grespan, Margherita, et al.
Published: (2024)
by: Grespan, Margherita, et al.
Published: (2024)
A targeted machine learning approach for detecting diffuse radio emission with Astronomaly: Protege
by: Etsebeth, Verlon, et al.
Published: (2026)
by: Etsebeth, Verlon, et al.
Published: (2026)
Astronomaly Protege: Discovery Through Human-Machine Collaboration
by: Lochner, Michelle, et al.
Published: (2024)
by: Lochner, Michelle, et al.
Published: (2024)
Transformers as Strong Lens Detectors- From Simulation to Surveys
by: Thuruthipilly, Hareesh, et al.
Published: (2022)
by: Thuruthipilly, Hareesh, et al.
Published: (2022)
Enabling Unsupervised Discovery in Astronomical Images through Self-Supervised Representations
by: Mohale, Koketso, et al.
Published: (2023)
by: Mohale, Koketso, et al.
Published: (2023)
Galaxy Zoo Evo: 1 million human-annotated images of galaxies
by: Walmsley, Mike, et al.
Published: (2025)
by: Walmsley, Mike, et al.
Published: (2025)
Transfer learning for galaxy feature detection: Finding Giant Star-forming Clumps in low redshift galaxies using Faster R-CNN
by: Popp, Jürgen, et al.
Published: (2023)
by: Popp, Jürgen, et al.
Published: (2023)
Galaxies as stochastic systems: why the next breakthrough in galaxy evolution requires one hundred million spectra
by: Tacchella, Sandro, et al.
Published: (2025)
by: Tacchella, Sandro, et al.
Published: (2025)
Shedding Light on Low Surface Brightness Galaxies in Dark Energy Survey with Transformers
by: Thuruthipilly, H., et al.
Published: (2023)
by: Thuruthipilly, H., et al.
Published: (2023)
Interpreting anomaly detection of SDSS spectra
by: Manrique, Edgar Ortiz, et al.
Published: (2025)
by: Manrique, Edgar Ortiz, et al.
Published: (2025)
Galaxy Zoo: Cosmic Dawn -- morphological classifications for over 41,000 galaxies in the Euclid Deep Field North from the Hawaii Two-0 Cosmic Dawn survey
by: Pearson, James, et al.
Published: (2025)
by: Pearson, James, et al.
Published: (2025)
Automated quasar continuum estimation using neural networks: a comparative study of deep-learning architectures
by: Pistis, Francesco, et al.
Published: (2025)
by: Pistis, Francesco, et al.
Published: (2025)
OJALÁ: Optimizing J-PAS Astronomy for Large-scale Analysis. A foundation model for the SED of galaxies, QSOs and stars
by: Martínez-Solaeche, G., et al.
Published: (2026)
by: Martínez-Solaeche, G., et al.
Published: (2026)
ASTRODEEP-JWST: NIRCam-HST multiband photometry and redshifts for half a million sources in six extragalactic deep fields
by: Merlin, E., et al.
Published: (2024)
by: Merlin, E., et al.
Published: (2024)
GalaPy, the highly optimised C++/Python spectral modelling tool for galaxies -- I. Library presentation and photometric fitting
by: Ronconi, Tommaso, et al.
Published: (2024)
by: Ronconi, Tommaso, et al.
Published: (2024)
Simulating images of radio galaxies with diffusion models
by: Martínez, Tobias Vičánek, et al.
Published: (2024)
by: Martínez, Tobias Vičánek, et al.
Published: (2024)
Spectral reconstruction for radiation hydrodynamic simulations of galaxy evolution
by: Baumschlager, Bernhard, et al.
Published: (2023)
by: Baumschlager, Bernhard, et al.
Published: (2023)
Generating LSB-optimised synthetic images for simulated galaxies
by: Baes, Maarten, et al.
Published: (2025)
by: Baes, Maarten, et al.
Published: (2025)
MUSE-DARK-II: 3D morpho-kinematic modelling of lensed galaxies. Tully-Fisher relation of $z \sim 1$ star-forming galaxies
by: Jeanneau, Alexandre, et al.
Published: (2026)
by: Jeanneau, Alexandre, et al.
Published: (2026)
Robust AGN and host-galaxy decomposition in optical spectral fitting
by: Aydar, C., et al.
Published: (2026)
by: Aydar, C., et al.
Published: (2026)
statmorph-lsst: Quantifying and correcting morphological biases in galaxy surveys
by: Sazonova, Elizaveta, et al.
Published: (2025)
by: Sazonova, Elizaveta, et al.
Published: (2025)
A statistical study of lopsided galaxies using random forest
by: Fontirroig, Valentina, et al.
Published: (2024)
by: Fontirroig, Valentina, et al.
Published: (2024)
Witnessing downsizing in the making: quiescent and breathing galaxies at the dawn of the Universe
by: Merlin, Emiliano, et al.
Published: (2025)
by: Merlin, Emiliano, et al.
Published: (2025)
Modelling the nebular emission of galaxies across cosmic time with COLT
by: McClymont, William, et al.
Published: (2025)
by: McClymont, William, et al.
Published: (2025)
Separating halo and disk stars in galaxies with Fuzzy Set Theory
by: Mondal, Amit, et al.
Published: (2025)
by: Mondal, Amit, et al.
Published: (2025)
Comparison of symbolic regression algorithms in Star/galaxy/quasar separation
by: Deshpande, Rachit, et al.
Published: (2026)
by: Deshpande, Rachit, et al.
Published: (2026)
A Guided Unconditional Diffusion Model to Synthesize and Inpaint Radio Galaxies from FIRST, MGCLS and Radio Zoo
by: Poitevineau, Rémi, et al.
Published: (2026)
by: Poitevineau, Rémi, et al.
Published: (2026)
An upper limit to differential magnification effects in strongly gravitationally lensed galaxies
by: Serjeant, Stephen
Published: (2024)
by: Serjeant, Stephen
Published: (2024)
Quantifying the intrinsic variability due to randomness of the Auriga galaxy formation model
by: Pakmor, Ruediger, et al.
Published: (2025)
by: Pakmor, Ruediger, et al.
Published: (2025)
SHARP: Beyond JWST -- Revealing the galaxy birth and growth with the resolution of the ELT
by: Saracco, P., et al.
Published: (2025)
by: Saracco, P., et al.
Published: (2025)
Evolution of bar formation in galaxies over the last 6 giga-years
by: Chacón, M. A.
Published: (2025)
by: Chacón, M. A.
Published: (2025)
Modelling variability power spectra of active galaxies from irregular time series
by: Lefkir, Mehdy, et al.
Published: (2025)
by: Lefkir, Mehdy, et al.
Published: (2025)
Explaining ultra-massive quiescent galaxies at $3 < z < 5$ in the context of their environments
by: Jespersen, Christian K., et al.
Published: (2025)
by: Jespersen, Christian K., et al.
Published: (2025)
Auriga Superstars: Improving the resolution and fidelity of stellar dynamics in cosmological galaxy simulations
by: Pakmor, Ruediger, et al.
Published: (2025)
by: Pakmor, Ruediger, et al.
Published: (2025)
Need for PRIMA to understand the nature and ISM physical conditions of HST-dark galaxies
by: Gruppioni, Carlotta, et al.
Published: (2025)
by: Gruppioni, Carlotta, et al.
Published: (2025)
A method to derive self-consistent NLTE astrophysical parameters for 4 million high-resolution 4MOST stellar spectra in half a day with invertible neural networks
by: Ksoll, Victor F., et al.
Published: (2026)
by: Ksoll, Victor F., et al.
Published: (2026)
Spatially non-parametric recovery of intrinsic kinematic maps in pre- to post-merger galaxies
by: Kanowski, Isaac, et al.
Published: (2025)
by: Kanowski, Isaac, et al.
Published: (2025)
Exploring magnetised galactic outflows in starburst dwarf galaxies NGC 3125 and IC 4662
by: Taziaux, Sam, et al.
Published: (2025)
by: Taziaux, Sam, et al.
Published: (2025)
Transferring spectroscopic stellar labels to 217 million Gaia DR3 XP stars with SHBoost
by: Khalatyan, A., et al.
Published: (2024)
by: Khalatyan, A., et al.
Published: (2024)
J-PLUS: Spectroscopic validation of H$α$ emission line maps in spatially resolved galaxies
by: Rahna, P. T., et al.
Published: (2025)
by: Rahna, P. T., et al.
Published: (2025)
Similar Items
-
TEGLIE: Transformer encoders as strong gravitational lens finders in KiDS
by: Grespan, Margherita, et al.
Published: (2024) -
A targeted machine learning approach for detecting diffuse radio emission with Astronomaly: Protege
by: Etsebeth, Verlon, et al.
Published: (2026) -
Astronomaly Protege: Discovery Through Human-Machine Collaboration
by: Lochner, Michelle, et al.
Published: (2024) -
Transformers as Strong Lens Detectors- From Simulation to Surveys
by: Thuruthipilly, Hareesh, et al.
Published: (2022) -
Enabling Unsupervised Discovery in Astronomical Images through Self-Supervised Representations
by: Mohale, Koketso, et al.
Published: (2023)