Leveraging Biokinetic Knowledge Priors for Data-Scarce Bioprocess Modeling

Kyunghoon Hur, Eunjung Jeon, Hyun Woo Kim +2

While deep learning has accelerated drug discovery, its impact on biomanufacturing has been considerably more limited. The reason is data scarcity. Bioreactor experiments are high-…