Demonstrates effective large-scale bioreactor monitoring using Raman spectroscopy data, suggesting its utility in manufacturing.
band. Data generated at 3 L scale were used to monitor a 3000 L bioreactor without model recalibration or transfer learning with equivalent accuracy as a same scale 3 L bioreactor monitoring. While broader validation case would be warranted, these results demonstrate a direct scale-up model implementation in large scale manufacturing under the studied conditions.
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Radi et al. (2026) studied this question.
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