Search Results for author: Dongming Xie

Found 2 papers, 1 papers with code

Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes

1 code implementation13 May 2021 Hua Zheng, Wei Xie, Ilya O. Ryzhov, Dongming Xie

Biopharmaceutical manufacturing is a rapidly growing industry with impact in virtually all branches of medicines.

Model-based Reinforcement Learning

Interpretable Biomanufacturing Process Risk and Sensitivity Analyses for Quality-by-Design and Stability Control

no code implementations10 Sep 2019 Wei Xie, Bo wang, Cheng Li, Dongming Xie, Jared Auclair

While biomanufacturing plays a significant role in supporting the economy and ensuring public health, it faces critical challenges, including complexity, high variability, lengthy lead time, and very limited process data, especially for personalized new cell and gene biotherapeutics.

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