Keith was an invited speaker to the International Conference on Science and Technology of Pharmaceutical Glasses, held at NIMS in Tsukuba Japan. He presented the recently published findings (Analytical Chemistry 2022, 94 (23), 8241-8248, DOI: 10.1021/acs.analchem.2c00371) on using subtle spectral changes in low frequency Raman spectra to detect glass transitions.