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Authors: Ashish Mahabal
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Journal Article

Machine learning for fast transients for the Deeper, Wider, Faster programme with the Removal Of BOgus Transients (ROBOT) pipeline Open Access

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Simon Goode and others
Monthly Notices of the Royal Astronomical Society, Volume 513, Issue 2, June 2022, Pages 1742–1754, https://doi.org/10.1093/mnras/stac983
Published: 13 April 2022
Journal Article

Nigraha: Machine-learning-based pipeline to identify and evaluate planet candidates from TESS Free

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Sriram Rao and others
Monthly Notices of the Royal Astronomical Society, Volume 502, Issue 2, April 2021, Pages 2845–2858, https://doi.org/10.1093/mnras/stab203
Published: 27 January 2021
Journal Article

Unsupervised machine learning for transient discovery in deeper, wider, faster light curves Free

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Sara Webb and others
Monthly Notices of the Royal Astronomical Society, Volume 498, Issue 3, November 2020, Pages 3077–3094, https://doi.org/10.1093/mnras/staa2395
Published: 09 September 2020
Journal Article

Real-bogus classification for the Zwicky Transient Facility using deep learning Free

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Dmitry A Duev and others
Monthly Notices of the Royal Astronomical Society, Volume 489, Issue 3, November 2019, Pages 3582–3590, https://doi.org/10.1093/mnras/stz2357
Published: 26 August 2019
Journal Article

DeepStreaks: identifying fast-moving objects in the Zwicky Transient Facility data with deep learning Free

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Dmitry A Duev and others
Monthly Notices of the Royal Astronomical Society, Volume 486, Issue 3, July 2019, Pages 4158–4165, https://doi.org/10.1093/mnras/stz1096
Published: 17 April 2019
Journal Article

The fast, luminous ultraviolet transient AT2018cow: extreme supernova, or disruption of a star by an intermediate-mass black hole? Free

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Daniel A Perley and others
Monthly Notices of the Royal Astronomical Society, Volume 484, Issue 1, March 2019, Pages 1031–1049, https://doi.org/10.1093/mnras/sty3420
Published: 22 December 2018
Journal Article

Effective image differencing with convolutional neural networks for real-time transient hunting Free

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Nima Sedaghat and Ashish Mahabal
Monthly Notices of the Royal Astronomical Society, Volume 476, Issue 4, June 2018, Pages 5365–5376, https://doi.org/10.1093/mnras/sty613
Published: 10 April 2018