Research Summary

Prof. Neumann's research focuses on the development of optically active nanostructures with precisely controlled geometries for applications in biomedical sensing, imaging, and light-triggered therapy. By integrating surface-enhanced vibrational spectroscopies, machine learning, and nanoparticle-enabled photothermal processes, her work aims to transform nanoscale optical control into innovative technologies that promote human health, improve access to clean water, and enhance environmental sustainability.

Keywords

Nanophotonics; Surface-enhanced Raman spectroscopy; Biomedical sensing; Machine learning–enabled diagnostics; Solar steam generation.