In-line product quality monitoring during biopharmaceutical manufacturing using computational Raman spectroscopy.The implementation of process analytical technologies is positioned to play a critical role in advancing biopharmaceutical manufacturing by simultaneously resolving clinical, regulatory, and cost challenges.  Raman spectroscopy is emerging as a key technology enabling in-line product quality monitoring, but laborious calibration and computational modeling efforts limit the widespread application of this promising technology. 
Raman spectroscopy
In-line product quality monitoring during biopharmaceutical manufacturing using computational Raman spectroscopy.The implementation of process analytical technologies is positioned to play a critical role in advancing biopharmaceutical manufacturing by simultaneously resolving clinical, regulatory, and cost challenges. 
computational Raman spectroscopy
We reduced the effort needed to calibrate and validate multiple critical quality attribute models by integrating existing workflows into one robotic system. 
robotic system