Using Machine Learning to Resolve Terahertz Spectra for Intrinsic Molecular Information

Abstract

Using factor analysis, we develop a method to extract latent vibrational modes of molecules from their terahertz spectra. With this molecular information, we successfully classify 16 molecules, proving that this method is effective.