Harnessing the potential of machine learning for advancing "Quality by Design" in biomanufacturing

• Main Authors: Ian Walsh (Author), Matthew Myint (Author), Terry Nguyen-Khuong (Author), Ying Swan Ho (Author), Say Kong Ng (Author), Meiyappan Lakshmanan (Author)
• Format: Book
• Published: Taylor & Francis Group, 2022-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Ensuring consistent high yields and product quality are key challenges in biomanufacturing. Even minor deviations in critical process parameters (CPPs) such as media and feed compositions can significantly affect product critical quality attributes (CQAs). To identify CPPs and their interdependencie...