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An Intelligent Framework for Rapid Media Customization Using Machine Learning and Metabolic Modeling
Zhe Lang, Zhijun Zhang, Zheyu Wang, Caixia Wang, He Huang, Mingyue Fang, Hang Zhou*
Bioprocess Research and Development (BRD), WuXi Biologics, Shanghai, China

In the intensely competitive biopharmaceutical sector, accelerating early process development and swiftly advancing products to GMP manufacturing to supply quality-assured material for nonclinical and clinical needs is critical—both for patient benefit and corporate competitiveness. As a CRDMO, WuXi Biologics faces the additional challenge of delivering rapid process development and robust clinical manufacturing across highly diverse bioprocesses while rigorously protecting each client’s intellectual property. We address these challenges through our “QuickModel” PAT platform.

 

QuickModel platform provides:

(1) diversified modeling strategies to accommodate varied needs;

(2) an Intelligent Process Development (IPD) platform to accelerate development;

(3) process monitoring and control to ensure robust large-scale manufacturing.

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