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The role of Raman spectroscopy in biopharmaceuticals from development to manufacturing
KA Esmonde-White, M Cuellar, IR Lewis - Analytical and Bioanalytical …, 2022 - Springer
Biopharmaceuticals have revolutionized the field of medicine in the types of active
ingredient molecules and treatable indications. Adoption of Quality by Design and Process …
ingredient molecules and treatable indications. Adoption of Quality by Design and Process …
[HTML][HTML] Applications of machine learning in antibody discovery, process development, manufacturing and formulation: current trends, challenges, and opportunities
TT Khuat, R Bassett, E Otte, A Grevis-James… - Computers & Chemical …, 2024 - Elsevier
While machine learning (ML) has made significant contributions to the biopharmaceutical
field, its applications are still in the early stages in terms of providing direct support for quality …
field, its applications are still in the early stages in terms of providing direct support for quality …
Hybrid Models for the simulation and prediction of chromatographic processes for protein capture
The biopharmaceutical industries are continuously faced with the pressure to reduce the
development costs and accelerate development time scales. The traditional approach of …
development costs and accelerate development time scales. The traditional approach of …
Integration and digitalization in the manufacturing of therapeutic proteins
H Narayanan, M Sponchioni, M Morbidelli - Chemical Engineering Science, 2022 - Elsevier
The biopharmaceutical market has experienced a tremendous growth in the last years.
However, this growth should be balanced considering the difficulty in bioproduct …
However, this growth should be balanced considering the difficulty in bioproduct …
Hybrid‐EKF: Hybrid model coupled with extended Kalman filter for real‐time monitoring and control of mammalian cell culture
H Narayanan, L Behle, MF Luna… - Biotechnology and …, 2020 - Wiley Online Library
In a decade when Industry 4.0 and quality by design are major technology drivers of
biopharma, automated and adaptive process monitoring and control are inevitable …
biopharma, automated and adaptive process monitoring and control are inevitable …
Hybrid models based on machine learning and an increasing degree of process knowledge: Application to capture chromatographic step
In process engineering, two paradigms of modeling approaches exist: the mechanistic and
the data-driven approaches with the former being completely based on knowledge while the …
the data-driven approaches with the former being completely based on knowledge while the …
[HTML][HTML] Recent advances and future directions in downstream processing of therapeutic antibodies
A Matte - International Journal of Molecular Sciences, 2022 - mdpi.com
Despite the advent of many new therapies, therapeutic monoclonal antibodies remain a
prominent biologics product, with a market value of billions of dollars annually. A variety of …
prominent biologics product, with a market value of billions of dollars annually. A variety of …
Challenges in process control for continuous processing for production of monoclonal antibody products
Continuous processing has been garnering much interest lately for production of
biopharmaceutical products. Purported benefits include higher productivity (10-15X) …
biopharmaceutical products. Purported benefits include higher productivity (10-15X) …
[HTML][HTML] Building blocks needed for mechanistic modeling of bioprocesses: A critical review based on protein production by CHO cells
Y González-Hernández, P Perré - Metabolic Engineering Communications, 2024 - Elsevier
This paper reviews the key building blocks needed to develop a mechanistic model for use
as an operational production tool. The Chinese Hamster Ovary (CHO) cell, one of the most …
as an operational production tool. The Chinese Hamster Ovary (CHO) cell, one of the most …
[HTML][HTML] Raman spectroscopy provides valuable process insights for cell-derived and cellular products
JC Matuszczyk, G Zijlstra, D Ede, N Ghaffari… - Current Opinion in …, 2023 - Elsevier
Highlights•RS establishes itself as a leading technology for monitoring and control of
CPPs.•The technology shows promise in measuring cell type and differentiation of …
CPPs.•The technology shows promise in measuring cell type and differentiation of …