A contrastive-learning score periodogram detects shallow 100-150 day transits in Kepler light curves, recovering all 60 known validation signals and outperforming BLS/TLS on low-SNR injections.
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2 Pith papers cite this work, alongside 338 external citations. Polarity classification is still indexing.
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astro-ph.EP 2years
2026 2representative citing papers
NGTS-39 b is a 1.467 MJ, 1.088 RJ transiting warm Jupiter on a 58.2-day eccentric orbit around an F9 dwarf, identified via TESS, NGTS, CORALIE and HARPS data.
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DELOS: Detecting Shallow Transits in Kepler Photometry Using a Contrastive-Learning Framework
A contrastive-learning score periodogram detects shallow 100-150 day transits in Kepler light curves, recovering all 60 known validation signals and outperforming BLS/TLS on low-SNR injections.
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NGTS-39 b: A 58 d transiting warm Jupiter in an eccentric orbit
NGTS-39 b is a 1.467 MJ, 1.088 RJ transiting warm Jupiter on a 58.2-day eccentric orbit around an F9 dwarf, identified via TESS, NGTS, CORALIE and HARPS data.