| 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 | 121 | 2019 |
| 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 | 53 | 2018 |
| 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 | 33 | 2020 |
| 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 | 33 | 2019 |
| 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 | 33 | 2016 |
| 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 | 5 | 2021 |
| 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 | 3 | 2022 |
| 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 | 1 | 2021 |
| 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 |
José A. RomagnoliCain Endowed Chair & Professor, Department of Chemical Engineering, Louisiana State University在 lsu.edu 的电子邮件经过验证
