Authentication of grape varieties in wines using 1H-NRM spectra and convolutional neural networks: first results using a database containing more than 3000 observations

Authentication in the wine industry aims to prevent fraud and strengthen confidence in trade. A previous study proposed 1H NMR as a solution for authenticating several characteristics such as grape variety, origin, and vintage (Godelman et al, 2013).