FRTSearch reframes fast radio transient detection as instance segmentation on dynamic spectra and uses the segmented shapes to infer dispersion measure and time of arrival, achieving 98% recall with over 99.9% fewer false positives than traditional methods.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Observational case study of PSR J2338+4818 providing updated timing, single-pulse statistics from 27,228 detections, and scintillation parameters with no detected nulling.
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FRTSearch: Unified Detection and Parameter Inference of Fast Radio Transients using Instance Segmentation
FRTSearch reframes fast radio transient detection as instance segmentation on dynamic spectra and uses the segmented shapes to infer dispersion measure and time of arrival, achieving 98% recall with over 99.9% fewer false positives than traditional methods.
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A Pilot Study of Mildly Recycled Pulsars: A Case Study of PSR J2338+4818
Observational case study of PSR J2338+4818 providing updated timing, single-pulse statistics from 27,228 detections, and scintillation parameters with no detected nulling.