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Bioprocess digital twins of mammalian cell culture for advanced biomanufacturing
SY Park, CH Park, DH Choi, JK Hong… - Current Opinion in …, 2021 - Elsevier
Today's biomanufacturing processes are still operated based on experience, and thus can
hardly cope with increasing bioprocess complexity. Recently, there is a growing interest in …
hardly cope with increasing bioprocess complexity. Recently, there is a growing interest in …
Recent advances in culture medium design for enhanced production of monoclonal antibodies in CHO cells: a comparative study of machine learning and systems …
The production of monoclonal antibodies (mAbs) using Chinese Hamster Ovary (CHO) cells
has revolutionized the treatment of numerous diseases, solidifying their position as a …
has revolutionized the treatment of numerous diseases, solidifying their position as a …
Hybrid models based on machine learning and an increasing degree of process knowledge: application to cell culture processes
In this work, we aim to introduce the concept of the degree of hybridization for cell culture
process modeling. We propose that a family of hybrid models can be created with varying …
process modeling. We propose that a family of hybrid models can be created with varying …
[HTML][HTML] Predictive models for upstream mammalian cell culture development-a review
The production of therapeutic proteins in mammalian cell culture is an essential unit
operation in biopharmaceutical manufacture that can benefit from the predictive insights of …
operation in biopharmaceutical manufacture that can benefit from the predictive insights of …
Status in molluscan cell line development in last one decade (2010–2020): impediments and way forward
Despite the attempts that have started since the 1960s, not even a single cell line of marine
molluscs is available. Considering the vast contribution of marine bivalve aquaculture to the …
molluscs is available. Considering the vast contribution of marine bivalve aquaculture to the …
Optimizing VLP production in gene therapy: Opportunities and challenges for in silico modeling
Over the past decades, virus‐like particle (VLP)‐based gene therapy (GT) evolved as a
promising approach to cure inherited diseases or cancer. Tremendous costs due to …
promising approach to cure inherited diseases or cancer. Tremendous costs due to …
Process modeling of recombinant adeno-associated virus production in HEK293 cells
With a high required dosing and relatively low process efficiency, providing recombinant
adeno-associated virus (rAAV) supply for clinical trials and commercial demand remains …
adeno-associated virus (rAAV) supply for clinical trials and commercial demand remains …
Hybrid Modeling of Fed-Batch Cell Culture Using Physics-Informed Neural Network
S Yang, W Fahey, B Truccollo, J Browning… - Industrial & …, 2024 - ACS Publications
Fed-batch cell culture is widely used in the biopharmaceutical industry to manufacture life-
saving therapeutics. Biopharmaceutical manufacturing processes can be variable due to the …
saving therapeutics. Biopharmaceutical manufacturing processes can be variable due to the …
[HTML][HTML] A nutrition algorithm to optimize feed and medium composition using genome-scale metabolic models
The optimization of animal feeds and cell culture media are problems of interest to a wide
range of industries and scientific disciplines. Both problems are dictated by the properties of …
range of industries and scientific disciplines. Both problems are dictated by the properties of …
Process intensification in biopharmaceutical process development and production–an industrial perspective
J Schaub, A Ankenbauer, T Habicher… - Physical Sciences …, 2024 - degruyter.com
Process intensification aims to increase productivity in biologics manufacturing. Significant
progress has been made in academia, the biopharmaceutical industry, and by the regulatory …
progress has been made in academia, the biopharmaceutical industry, and by the regulatory …