The revolution in strong lensing discoveries from Euclid
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arXiv
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| Autores principales: | , , , , , , , |
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| Formato: | Preprint |
| Publicado: |
2025
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| _version_ | 1866916910012039168 |
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| author | Lines, Natalie E. P. Li, Tian Collett, Thomas E. Holloway, Philip Nightingale, James W. Rojas, Karina Verma, Aprajita Walmsley, Mike |
| author_facet | Lines, Natalie E. P. Li, Tian Collett, Thomas E. Holloway, Philip Nightingale, James W. Rojas, Karina Verma, Aprajita Walmsley, Mike |
| contents | Strong gravitational lensing offers a powerful and direct probe of dark matter, galaxy evolution and cosmology, yet strong lenses are rare: only 1 in roughly 10,000 massive galaxies can lens a background source into multiple images. The European Space Agency's Euclid telescope, with its unique combination of high-resolution imaging and wide-area sky coverage, is set to transform this field. In its first quick data release, covering just 0.45% of the full survey area, around 500 high-quality strong lens candidates have been identified using a synergy of machine learning, citizen science and expert visual inspection. This dataset includes exotic systems such as compound lenses and edge-on disk lenses, demonstrating Euclid's capacity to probe the lens parameter space. The machine learning models developed to discover strong lenses in Euclid data are able to find lenses with high purity rates, confirming that the mission's forecast of discovering over 100,000 strong lenses is achievable during its 6-year mission. This will increase the number of known strong lenses by two orders of magnitude, transforming the science that can be done with strong lensing. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2508_14624 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | The revolution in strong lensing discoveries from Euclid Lines, Natalie E. P. Li, Tian Collett, Thomas E. Holloway, Philip Nightingale, James W. Rojas, Karina Verma, Aprajita Walmsley, Mike Astrophysics of Galaxies Strong gravitational lensing offers a powerful and direct probe of dark matter, galaxy evolution and cosmology, yet strong lenses are rare: only 1 in roughly 10,000 massive galaxies can lens a background source into multiple images. The European Space Agency's Euclid telescope, with its unique combination of high-resolution imaging and wide-area sky coverage, is set to transform this field. In its first quick data release, covering just 0.45% of the full survey area, around 500 high-quality strong lens candidates have been identified using a synergy of machine learning, citizen science and expert visual inspection. This dataset includes exotic systems such as compound lenses and edge-on disk lenses, demonstrating Euclid's capacity to probe the lens parameter space. The machine learning models developed to discover strong lenses in Euclid data are able to find lenses with high purity rates, confirming that the mission's forecast of discovering over 100,000 strong lenses is achievable during its 6-year mission. This will increase the number of known strong lenses by two orders of magnitude, transforming the science that can be done with strong lensing. |
| title | The revolution in strong lensing discoveries from Euclid |
| topic | Astrophysics of Galaxies |
| url | https://arxiv.org/abs/2508.14624 |