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astro-ph.SR2025
Type II and Type III Solar Radio Burst Classification Using Transfer Learning
Herman le Roux, Ruhann Steyn, Du Toit Strauss +6
The Sun periodically emits intense bursts of radio emission known as solar radio bursts (SRBs). These bursts can disrupt radio communications and be indicative of large solar event…
astro-ph.SR2023
Improved Type III solar radio burst detection using congruent deep learning models
Jeremiah Scully, Ronan Flynn, Peter Gallagher +2
Solar flares are energetic events in the solar atmosphere that are often linked with solar radio bursts (SRBs). SRBs are observed at metric to decametric wavelengths and are classi…
astro-ph.SR2021
Type III solar radio burst detection and classification: A deep learning approach
Jeremiah Scully, Ronan Flynn, Eoin Carley +2
Solar Radio Bursts (SRBs) are generally observed in dynamic spectra and have five major spectral classes, labelled Type I to Type V depending on their shape and extent in frequency…