Resource Library
Enabling digital twins with computational fluid dynamics modeling
We recognize the importance of computational power in ensuring operational consistency and improved product quality. To provide tailored insights for individual products, our experts in Digital Excellence have employed a hybrid modeling strategy that combines data-driven and mechanistic models.
Bioprocess digital twins provide real-time simulations of critical variables within a bioreactor, including cell growth, nutrient consumption, and hydrodynamic behavior. Foundational for developing effective digital twins is computational fluid dynamics (CFD) technology, which significantly accelerates facility-fit analysis and process development timelines.
This whitepaper provides insights on the CFD advantage at Samsung Biologics. Find out how we are paving the way for more efficient, accurate, and scalable bioprocess solutions.
We recognize the importance of computational power in ensuring operational consistency and improved product quality. To provide tailored insights for individual products, our experts in Digital Excellence have employed a hybrid modeling strategy that combines data-driven and mechanistic models.
Bioprocess digital twins provide real-time simulations of critical variables within a bioreactor, including cell growth, nutrient consumption, and hydrodynamic behavior. Foundational for developing effective digital twins is computational fluid dynamics (CFD) technology, which significantly accelerates facility-fit analysis and process development timelines.
This whitepaper provides insights on the CFD advantage at Samsung Biologics. Find out how we are paving the way for more efficient, accurate, and scalable bioprocess solutions.