A machine learning based approach to gravitational lens identification with the International LOFAR Telescope

• Euclid Quick Data Release (Q1)

  2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  8

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• Euclid : Finding strong gravitational lenses in the early release observations using convolutional neural networks

  2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

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• Euclid : Searches for strong gravitational lenses using convolutional neural nets in Early Release Observations of the Perseus field

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• Reducing false positives in strong lens detection through effective augmentation and ensemble learning

  2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysical Phenomena and Observations Open access

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• AutoML to Generalize Strong Gravitational Lens Modeling Problem

  2024 Communications in computer and information science conference-paper Physics and Astronomy Galaxies: Formation, Evolution, Phenomena

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• Bridging gaps with computer vision: AI in (bio)medical imaging and astronomy

  2024 Astronomy and Computing article Computer Science Advanced Neural Network Applications Open access

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• RUCIB: a novel rule-based classifier based on BRADO algorithm

  2023 Computing article Computer Science Data Mining and Machine Learning Applications

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7 results

• PyAutoLens: Open-Source Strong Gravitational Lensing

  2021 The Journal of Open Source Software article Physics and Astronomy Astrophysical Phenomena and Observations Open access

  88

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• Sub-arcsecond imaging with the International LOFAR Telescope

  2021 Astronomy and Astrophysics article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  87

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• High-quality Strong Lens Candidates in the Final Kilo-Degree Survey Footprint

  2021 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  58

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• Deep sub-arcsecond wide-field imaging of the Lockman Hole field at 144 MHz

  2022 Nature Astronomy article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  45

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• The e-MERGE Survey (e-MERLIN Galaxy Evolution Survey): overview and survey description

  2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  36

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• Origin of the ring structures in Hercules A

  2021 Astronomy and Astrophysics article Physics and Astronomy Astrophysical Phenomena and Observations Open access

  25

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• High-resolution international LOFAR observations of 4C 43.15

  2021 Astronomy and Astrophysics article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  17

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• The resolved jet of 3C 273 at 150 MHz : Sub-arcsecond imaging with the LOFAR international baselines

  2022 Durham Research Online (Durham University) article Physics and Astronomy Astrophysical Phenomena and Observations Open access

  6

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• Spectral analysis of spatially resolved 3C295 (sub-arcsecond resolution) with the International LOFAR Telescope

  2022 University of Hertfordshire Research Archive (University of Hertfordshire) article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  4

  citations

9 results