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Prediction of electric and magnetic fields from spectral data using machine learning algorithms for Doppler-free saturation spectroscopy diagnostics

B Li, E Martin, M Churchill, A Diallo - Journal of Quantitative Spectroscopy …, 2025 - Elsevier
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… In this work, we develop and benchmark three machine learning algorithms—simulation-based inference (SBI), fully connected neural networks (FCNN), and histogram-…

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