Integrating DFG spectroscopy with machine learning for direct and accurate gas pressure diagnosis from spectral imagery
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We introduce what we believe to be a novel machine learning (ML)-based ResNet algorithm for predicting gas pressure from spectral imagery, eliminating the need for traditional peak fitting. Evaluated using simulated and experimental carbon monoxide (CO) spectr... ...
