Geographical origin discrimination of Astragalus membranaceus water decoctions using machine learning based on laser-induced breakdown spectroscopy characteristics

Laser-induced breakdown spectroscopy of Astragalus membranaceus water decoctions, combined with PCA and a one-dimensional ResNet18, discriminates three geographical origins with 99.63% test accuracy (269/270).