Zheng.H
Zheng.H
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Date
2024
2023
2022
2021
2020
Hua Zheng
,
Sarah W Harcum
,
Jinxiang Pei
,
Wei Xie
(2024).
Stochastic biological system-of-systems modelling for iPSC culture
.
Communications Biology
.
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DOI
Hua Zheng
,
Kuang-Hung Liu
,
Igor Fedorov
,
Xin Zhang
,
Wen-Yen Chen
,
Wei Wen
(2023).
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape
.
Submitted
.
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Hua Zheng
,
Wei Xie
,
Ilya O Ryzhov
,
Dongming Xie
(2022).
Policy Optimization in Bayesian Network Hybrid Models of Biomanufacturing Processes
.
INFORMS Journal on Computing
.
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Code
DOI
Hua Zheng
,
Wei Xie
,
M Ben Feng
(2022).
Variance Reduction based Experience Replay for Policy Optimization
.
Under Review by JMLR.
.
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Hua Zheng
,
Wei Xie
(2022).
Variance Reduction based Partial Trajectory Reuse to Accelerate Policy Gradient Optimization
.
Proceedings of the Winter Simulation Conference 2022
.
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DOI
Hua Zheng
,
Wei Xie
,
Keqi Wang
,
Zheng Li
(2022).
Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Development and Control
.
arXiv preprint arXiv:2201.03116
.
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Wei Xie
,
Keqi Wang
,
Hua Zheng
,
Ben Feng
(2022).
Dynamic Bayesian Network Auxiliary ABC-SMC for Hybrid Model Bayesian Inference to Accelerate Biomanufacturing Process Mechanism Learning and Robust Control
. Proceedings of the Winter Simulation Conference 2022.
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Wei Xie
,
Yuan Yi
,
Hua Zheng
(2021).
Global-Local Metamodel-Assisted Stochastic Programming via Simulation
.
ACM Transactions on Modeling and Computer Simulation
.
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DOI
Wei Xie
,
Beverly Kris Jaeger-Helton
,
Jared Auclair
,
Jinxiang Pei
,
Hua Zheng
(2021).
STEM Education and Industry Workforce Life-Long Training Platform Development to Faciliate Smart Biopharmaceutical Manufacturing 4.0-4
.
2020 Northeast Section Meeting
.
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Hua Zheng
,
Ilya O. Ryzhov
,
Wei Xie
,
Judy Zhong
(2021).
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records
.
Drugs
.
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Code
Video
DOI
Hua Zheng
,
Jiahao Zhu
,
Wei Xie
,
Judy Zhong
(2021).
Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care
.
BMC medical informatics and decision making
.
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DOI
Hua Zheng
,
Wei Xie
,
M. Ben Feng
(2020).
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and Control
.
Proceedings of the Winter Simulation Conference 2020
.
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