The Infinite-Dimensional Nature of Spectroscopy and Why Models Succeed, Fail, and Mislead

Umberto Michelucci, Francesca Venturini

Machine learning (ML) models have achieved strikingly high accuracies in spectroscopic classification tasks, often without a clear proof that those models used chemically meaningfu…