A hierarchical pruning framework reduces the computational cost of fully coherent circular-orbit binary pulsar searches by up to 10 orders of magnitude, enabling sensitivity 3-5x better than acceleration searches.
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RRATs number up to 400000 in the Galaxy with a birth rate of at most 1.4 per century, comparable in size to pulsars at high luminosities and consistent with supernova rates.
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.
citing papers explorer
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Coherent Signal Detection with Pruning -- I. Finding Short-Period Binary Pulsars in Circular Orbits
A hierarchical pruning framework reduces the computational cost of fully coherent circular-orbit binary pulsar searches by up to 10 orders of magnitude, enabling sensitivity 3-5x better than acceleration searches.
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The RRATalog: a Galactic census of rotating radio transients
RRATs number up to 400000 in the Galaxy with a birth rate of at most 1.4 per century, comparable in size to pulsars at high luminosities and consistent with supernova rates.
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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.