Mining

  • Universal Spectral Transfer with Physical Prior-Informed Deep Generative Learning

    Universal Spectral Transfer with Physical Prior-Informed Deep Generative Learning

    Spectroscopy is a powerful analytical technique for characterizing matter across physical and biological realms1-5. However, its fundamental principle necessitates specialized instrumentation per physical phenomena probed, limiting broad adoption and use in all relevant research. In this study, we introduce SpectroGen, a novel physical prior-informed deep generative model for generating relevant spectral signatures across modalities using…