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Yan Ma
Yan Ma
Dow Inc.
Verified email at dow.com
Title
Cited by
Cited by
Year
Continuous control of a polymerization system with deep reinforcement learning
Y Ma, W Zhu, MG Benton, J Romagnoli
Journal of Process Control 75, 40-47, 2019
1162019
Deep learning based soft sensor and its application on a pyrolysis reactor for compositions predictions of gas phase components
W Zhu, Y Ma, Y Zhou, M Benton, J Romagnoli
Computer Aided Chemical Engineering 44, 2245-2250, 2018
512018
Machine-learning-based simulation and fed-batch control of cyanobacterial-phycocyanin production in Plectonema by artificial neural network and deep reinforcement learning
Y Ma, DA Noreña-Caro, AJ Adams, TB Brentzel, JA Romagnoli, ...
Computers & Chemical Engineering 142, 107016, 2020
322020
Deep learning for pyrolysis reactor monitoring: From thermal imaging toward smart monitoring system
W Zhu, Y Ma, MG Benton, JA Romagnoli, Y Zhan
AIChE Journal 65 (2), 582-591, 2019
322019
The poly (ADP-ribose) polymerase inhibitor veliparib and radiation cause significant cell line dependent metabolic changes in breast cancer cells
VJ Bhute, Y Ma, X Bao, SP Palecek
Scientific reports 6 (1), 36061, 2016
322016
Reinforcement learning-based fed-batch optimization with reaction surrogate model
Y Ma, Z Wang, I Castillo, R Rendall, R Bindlish, B Ashcraft, D Bentley, ...
2021 American Control Conference (ACC), 2581-2586, 2021
52021
Polyurethane elastomers with amphiphilic ABA tri-block co-polymers as the soft segments showing record-high tensile strength and simultaneously increased ductility
J Ma, B Deng, Y Fan, X Huang, D Chen, Y Ma, ...
Polymer Chemistry, 2022
22022
Machine Learning Based Applications for Data Visualization, Modeling, Control, and Optimization for Chemical and Biological Systems
Y Ma
Louisiana State University and Agricultural & Mechanical College, 2021
12021
MODEL-Free Simulation and Fed-Batch Control of Cyanobacterial Phycocyanin Production By Artificial Neural Network and DEEP Reinforcement Learning
Y Ma, M Benton, J Romagnoli
2019 AIChE Annual Meeting, 2019
2019
Differential metabolite requirements in breast cancer cells correlate with ER/PR status and doubling time
VJ Bhute, KR Knutson, Y Ma, SP Palecek
Cancer Research 77 (13_Supplement), 2520-2520, 2017
2017
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