Classifying exoplanet candidates with convolutional neural networks: application to the Next Generation Transit Survey
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Title
Classifying exoplanet candidates with convolutional neural networks: application to the Next Generation Transit Survey
Authors
Keywords
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Journal
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Volume 488, Issue 4, Pages 5232-5250
Publisher
Oxford University Press (OUP)
Online
2019-07-30
DOI
10.1093/mnras/stz2058
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Note: Only part of the references are listed.- The PDS 110 observing campaign – photometric and spectroscopic observations reveal eclipses are aperiodic
- (2019) H P Osborn et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- NGTS-5b: a highly inflated planet offering insights into the sub-Jovian desert
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- (2018) M. Deleuil et al. ASTRONOMY & ASTROPHYSICS
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- Automatic vetting of planet candidates from ground-based surveys: machine learning with NGTS
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- Planets, candidates, and binaries from the CoRoT/Exoplanet program.
- (2018) M. Deleuil et al. ASTRONOMY & ASTROPHYSICS
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- (2018) Liam Raynard et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- What Does Deep Learning See? Insights From a Classifier Trained to Predict Contrast Enhancement Phase From CT Images
- (2018) Kenneth A. Philbrick et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Machine-learning approaches to exoplanet transit detection and candidate validation in wide-field ground-based surveys
- (2018) N Schanche et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- NGTS-1b: a hot Jupiter transiting an M-dwarf
- (2017) Daniel Bayliss et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The Next Generation Transit Survey (NGTS)
- (2017) Peter J Wheatley et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Centroid vetting of transiting planet candidates from the Next Generation Transit Survey
- (2017) Maximilian N. Günther et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Searching for exoplanets using artificial intelligence
- (2017) Kyle A. Pearson et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- MASCARA-1 b
- (2017) G. J. J. Talens et al. ASTRONOMY & ASTROPHYSICS
- ellc: A fast, flexible light curve model for detached eclipsing binary stars and transiting exoplanets
- (2016) P. F. L. Maxted ASTRONOMY & ASTROPHYSICS
- SOPHIE velocimetry ofKeplertransit candidates
- (2016) A. Santerne et al. ASTRONOMY & ASTROPHYSICS
- Fast Direct Methods for Gaussian Processes
- (2016) Sivaram Ambikasaran et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- KELT-10b: the first transiting exoplanet from the KELT-South survey – a hot sub-Jupiter transiting aV= 10.7 early G-star
- (2016) Rudolf B. Kuhn et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- WASP-South transiting exoplanets: WASP-130b, WASP-131b, WASP-132b, WASP-139b, WASP-140b, WASP-141b and WASP-142b
- (2016) C. Hellier et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Transit shapes and self-organizing maps as a tool for ranking planetary candidates: application toKeplerandK2
- (2016) D. J. Armstrong et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- A new yield simulator for transiting planets and false positives: application to the Next Generation Transit Survey
- (2016) Maximilian N. Günther et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- ellc: A fast, flexible light curve model for detached eclipsing binary stars and transiting exoplanets
- (2016) P. F. L. Maxted ASTRONOMY & ASTROPHYSICS
- SOPHIE velocimetry ofKeplertransit candidates
- (2016) A. Santerne et al. ASTRONOMY & ASTROPHYSICS
- sidra: a blind algorithm for signal detection in photometric surveys
- (2015) D. Mislis et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Transiting planets from WASP-South, Euler, and TRAPPIST
- (2014) L. Delrez et al. ASTRONOMY & ASTROPHYSICS
- Transiting hot Jupiters from WASP-South, Euler and TRAPPIST: WASP-95b to WASP-101b
- (2014) Coel Hellier et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Transiting Exoplanet Survey Satellite
- (2014) George R. Ricker et al. Journal of Astronomical Telescopes Instruments and Systems
- HAT-P-42b and HAT-P-43b
- (2013) I. Boisse et al. ASTRONOMY & ASTROPHYSICS
- The NASA Exoplanet Archive: Data and Tools for Exoplanet Research
- (2013) R. L. Akeson et al. PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC
- A study of the performance of the transit detection tool DST in space-based surveys
- (2012) J. Cabrera et al. ASTRONOMY & ASTROPHYSICS
- KELT-1b: A STRONGLY IRRADIATED, HIGHLY INFLATED, SHORT PERIOD, 27 JUPITER-MASS COMPANION TRANSITING A MID-F STAR
- (2012) Robert J. Siverd et al. ASTROPHYSICAL JOURNAL
- OVERVIEW OF THEKEPLERSCIENCE PROCESSING PIPELINE
- (2010) Jon M. Jenkins et al. Astrophysical Journal Letters
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