A convolutional neural network trained on MAVEN SWIA ion spectra reliably classifies solar wind, magnetosheath, and induced magnetosphere regions at Mars, outperforming a multilayer perceptron.
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2026 1verdicts
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Automated Classification of Plasma Regions at Mars Using Machine Learning
A convolutional neural network trained on MAVEN SWIA ion spectra reliably classifies solar wind, magnetosheath, and induced magnetosphere regions at Mars, outperforming a multilayer perceptron.