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Process Control
Policy Optimization in Bayesian Network Hybrid Models of Biomanufacturing Processes
Biopharmaceutical manufacturing is a rapidly growing industry with impact in virtually all branches of medicine. Biomanufacturing …
Hua Zheng
,
Wei Xie
,
Ilya O Ryzhov
,
Dongming Xie
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32nd Annual POMS-Conference (Talk 2)
Knowledge Graph Hybrid Model-based Bayesian Reinforcement Learning for Cell Therapy Manufacturing Process Control
Apr 25, 2022 2:00 PM — 1:00 PM
Virtual
Hua Zheng
,
Wei Xie
,
Keqi Wang
,
Zheng Li
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Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Development and Control
Hua Zheng
,
Wei Xie
,
Keqi Wang
,
Zheng Li
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Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care
Background:
Patients with severe Coronavirus disease 19 (COVID-19) typically require supplemental oxygen as an essential treatment. We …
Hua Zheng
,
Jiahao Zhu
,
Wei Xie
,
Judy Zhong
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