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Applications of Machine Learning in Biopharmaceutical Process Development and Manufacturing: Current Trends, Challenges, and Opportunities
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-by-design based development and manufacturing of biopharmaceuticals, hindering the enormous potential for bioprocesses automation from their development to manufacturing.
Multi-fidelity Gaussian Process for Biomanufacturing Process Modeling with Small Data
In biomanufacturing, developing an accurate model to simulate the complex dynamics of bioprocesses is an important yet challenging task.
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