Near Infrared (NIR) Spectroscopy

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Deep Learning Advances Gas Quantification Analysis in Near-Infrared Dual-Comb Spectroscopy
Deep Learning Advances Gas Quantification Analysis in Near-Infrared Dual-Comb Spectroscopy

May 15th 2024

Researchers from Tsinghua University and Beihang University in Beijing have developed a deep-learning-based data processing framework that significantly improves the accuracy of dual-comb absorption spectroscopy (DCAS) in gas quantification analysis. By using a U-net model for etalon removal and a modified U-net combined with traditional methods for baseline extraction, their framework achieves high-fidelity absorbance spectra, even in challenging conditions with complex baselines and etalon effects.

New Near-Infrared Machine Learning Technique Identifies Dangerous Blood for Transfusion Safety
New Near-Infrared Machine Learning Technique Identifies Dangerous Blood for Transfusion Safety

May 6th 2024

A comet, an asteroid, a meteorite falls to the ground against a starry sky. | Image Credit: © Aliaksandr Marko - stock.adobe.com
A Recent Spectral Analysis of Primitive Asteroids

May 3rd 2024

New Probes for NIR Monitoring of Polymer Injection Molding Composition in Real-Time
New Probes for NIR Monitoring of Polymer Injection Molding Composition in Real-Time

May 2nd 2024

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