Deep SVDD anomaly detection on synthetic normal flares finds 30-36% of Kepler events and 15-32% of STIX events as anomalous, more often in higher-energy channels.
2024 Detecting Quasiperiodic Pulsations in Solar and Stellar Flares with a Neural Network.Astrophys
2 Pith papers cite this work, alongside 4 external citations. Polarity classification is still indexing.
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A neural network detector applied to 2011 solar radio spectra identified 50 QFP wave train candidates, with 13 associated with global coronal EUV waves.
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Detector for fast wave trains in the solar radio emission
A neural network detector applied to 2011 solar radio spectra identified 50 QFP wave train candidates, with 13 associated with global coronal EUV waves.