Chemometrics | Metabolomics | Wine science Research of 2D-COS with metabolomics modifications through deep learning for traceability of wine. June 1, 2024
Artificial Intelligence | Gas Sensing Deep Learning for Gas Sensing via Infrared Spectroscopy. March 28, 2024
Entomology | Epidemiology | Machine Learning Rapid classification of epidemiologically relevant age categories of the malaria vector, Anopheles funestus. March 19, 2024
Analytical Chemistry | Chemistry | Food Science Ultrasensitive SERS quantitative detection of antioxidants via diazo derivatization reaction and deep learning for signal fluctuation mitigation. March 5, 2024
Chemistry | Environmental Science | Machine Learning Deep convolutional neural networks for aged microplastics identification by Fourier transform infrared spectra classification. December 30, 2023
Agriculture | Viticulture | Wine Production Rapid Determination of Wine Grape Maturity Level from pH, Titratable Acidity, and Sugar Content Using Non-Destructive In Situ Infrared Spectroscopy and Multi-Head Attention Convolutional Neural Networks. December 9, 2023
Biomedical Spectroscopy Dynamic construction of refractive index-dependent vibrations using surface plasmon-phonon polaritons. November 11, 2023
Infectious Diseases | Public Health Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis. November 11, 2023
Chemistry | Deep Learning | Spectroscopy Infrared Spectral Analysis for Prediction of Functional Groups Based on Feature-Aggregated Deep Learning. August 2, 2023
Chemometrics | Deep Learning | Food Science CNN-LSTM Neural Network for Identification of Pre-Cooked Pasta Products in Different Physical States Using Infrared Spectroscopy. July 11, 2023
Chemistry | Material Science | Physics Probing Confinement Effects on the Infrared Spectra of Water with Deep Potential Molecular Dynamics Simulations. June 9, 2023
Biochemistry | Biology | Biophysics Deep learning-enabled Inference of 3D molecular absorption distribution of biological cells from IR spectra. January 25, 2023