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Wei Xie
Publications
- 2025
- [i42]Hua Zheng, Wei Xie, Ilya O. Ryzhov, Keilung Choy:
Digital Twin Calibration with Model-Based Reinforcement Learning. CoRR abs/2501.02205 (2025) - 2024
- [c113]Fuqiang Cheng, Wei Xie, Hua Zheng:
Digital Twin Calibration for Biological System-of-Systems: Cell Culture Manufacturing Process. WSC 2024: 323-334 - [i30]Fuqiang Cheng, Wei Xie, Hua Zheng:
Digital Twin Calibration for Biological System-of-Systems: Cell Culture Manufacturing Process. CoRR abs/2405.03913 (2024) - 2023
- [j152]Hua Zheng, Wei Xie, Ilya O. Ryzhov, Dongming Xie
:
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes. INFORMS J. Comput. 35(1): 66-82 (2023) - [c97]Hua Zheng, Wei Xie, Chunsheng Fang, Wandi Xu, Paul C. Whitford, Ailun Wang:
Structure-Function Dynamics Hybrid Modeling: RNA Degradation. WSC 2023: 480-491 - [c96]Keqi Wang, Wei Xie, Hua Zheng:
Stochastic Molecular Reaction Queueing Network Modeling for in Vitro Transcription Process. WSC 2023: 1900-1911 - 2022
- [c89]Hua Zheng, Wei Xie:
Green Simulation Based Policy Optimization with Partial Historical Trajectory Reuse. WSC 2022: 168-179 - [c87]Wei Xie, Keqi Wang, Hua Zheng, Mingbin Ben Feng:
Sequential Importance Sampling for Hybrid Model Bayesian Inference to Support Bioprocess Mechanism Learning and Robust Control. WSC 2022: 2282-2293 - [i22]Hua Zheng, Wei Xie, Keqi Wang, Zheng Li:
Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Control. CoRR abs/2201.03116 (2022) - [i19]Wei Xie, Keqi Wang, Hua Zheng, Mingbin Ben Feng:
Dynamic Bayesian Network Auxiliary ABC-SMC for Hybrid Model Bayesian Inference to Accelerate Biomanufacturing Process Mechanism Learning and Robust Control. CoRR abs/2205.02410 (2022) - [i18]Hua Zheng, Wei Xie:
Variance Reduction based Partial Trajectory Reuse to Accelerate Policy Gradient Optimization. CoRR abs/2205.02976 (2022) - 2021
- [j109]Hua Zheng, Jiahao Zhu, Wei Xie, Judy Zhong:
Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive care. BMC Medical Informatics Decis. Mak. 21(1): 350 (2021) - [j103]Wei Xie, Yuan Yi, Hua Zheng:
Global-local Metamodel-assisted Stochastic Programming via Simulation. ACM Trans. Model. Comput. Simul. 31(1): 2:1-2:34 (2021) - [i14]Hua Zheng, Wei Xie, Ilya O. Ryzhov, Dongming Xie
:
Policy Optimization in Bayesian Network Hybrid Models of Biomanufacturing Processes. CoRR abs/2105.06543 (2021) - [i13]Hua Zheng, Jiahao Zhu, Wei Xie, Judy Zhong:
Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care. CoRR abs/2105.08923 (2021) - [i12]Hua Zheng, Wei Xie, Mingbin Ben Feng:
Green Simulation Assisted Policy Gradient to Accelerate Stochastic Process Control. CoRR abs/2110.08902 (2021) - 2020
- [c78]Hua Zheng, Wei Xie, Mingbin Ben Feng:
Green Simulation Assisted Reinforcement Learning With Model Risk for Biomanufacturing Learning and Control. WSC 2020: 337-348 - [i10]Hua Zheng, Wei Xie, Mingbin Ben Feng:
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and Control. CoRR abs/2006.09919 (2020) - [i7]Hua Zheng, Ilya O. Ryzhov, Wei Xie, Judy Zhong:
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records. CoRR abs/2011.02287 (2020) - 2019
- [i5]Wei Xie, Yuan Yi, Hua Zheng:
Global-Local Metamodel Assisted Two-Stage Optimization via Simulation. CoRR abs/1910.05863 (2019)

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