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Embracing Data-Driven Modeling Approaches Into Biopharmaceutical Processing

A scientist uses a pipette while wearing blue gloves. The image is overlaid with white dots and lines to represent a network.
Credit : iStock

Prediction of cell productivity, product quality attributes and process deviations during bioprocessing are critical and current efforts towards building models that allow for exploration and prediction during bioprocess operation are being explored. 

This article explores new workflows using data-driven modeling to improve culture medium and new control algorithms allowing for better modulation within the bioprocess design space.  

Download this article to learn more about:

  • Data-driven models
  • Improving cell culture media 
  • Predictive control of bioreactors
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