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Classifying Complex Faraday Spectra with Convolutional Neural Networks
Advances in radio spectropolarimetry offer the possibility to disentangle complex regions where relativistic and thermal plasmas mix in the interstellar and intergalactic media. Recent work has shown that apparently simple Faraday rotation measure spectra can be generated by complex sources. This is true even when the distribution of rotation measures …