Artificial intelligence and machine learning applications in biopharmaceutical manufacturing

Artificial intelligence and machine learning (AI–ML) offer vast potential in optimal design, monitoring, and control of biopharmaceutical manufacturing. The driving forces for adoption of AI–ML techniques include the growing global demand for biotherapeutics and the shift toward Industry 4.0, spurri...

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Vydáno v:	Trends in biotechnology (Regular ed.) Ročník 41; číslo 4; s. 497 - 510
Hlavní autoři:	Rathore, Anurag S., Nikita, Saxena, Thakur, Garima, Mishra, Somesh
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	England Elsevier Ltd 01.04.2023 Elsevier Limited
Témata:	Algorithms Artificial Intelligence Artificial neural networks Automation Biological Products biopharmaceutical manufacturing Biopharmaceuticals biotechnology continuous processing Data analysis Industrial applications industry Internal Medicine Learning algorithms Machine Learning Manufacturing Multivariate analysis Neural networks Neural Networks, Computer reinforcement learning Software United States > US artificial neural networks continuous processing machine learning biopharmaceutical manufacturing artificial intelligence reinforcement learning
ISSN:	0167-7799, 1879-3096, 1879-3096
On-line přístup:	Získat plný text
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