| Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters P Shah, MZ Sheriff, MSF Bangi, C Kravaris, JSI Kwon, C Botre, J Hirota Chemical Engineering Journal 441, 135643, 2022 | 60 | 2022 |
| Achieving optimal paper properties: A layered multiscale kMC and LSTM-ANN-based control approach for kraft pulping P Shah, HK Choi, JSI Kwon Processes 11 (3), 809, 2023 | 21 | 2023 |
| Multi‐rate observer design and optimal control to maximize productivity of an industry‐scale fermentation process P Shah, MZ Sheriff, MSF Bangi, C Kravaris, JSI Kwon, C Botre, J Hirota AIChE Journal 69 (2), e17946, 2023 | 18 | 2023 |
| Modeling, order-reduction, and controller design of hydraulic fracturing P Shah, MSF Bangi, JSI Kwon Energy Systems and Processes: Recent Advances in Design and Control, 12-1-12-32, 2023 | 2 | 2023 |
| Achieving robustness in hybrid models: A physics-informed regularization approach for spatiotemporal parameter estimation in PDEs S Pahari, P Shah, JSI Kwon Chemical Engineering Research and Design, 2024 | 1 | 2024 |
| Unveiling Latent Chemical Mechanisms: Hybrid Modeling for Estimating Spatiotemporally Varying Parameters in Moving Boundary Problems S Pahari, P Shah, J Sang-Il Kwon Industrial & Engineering Chemistry Research 63 (3), 1501-1514, 2024 | 1 | 2024 |
| Developing a hybrid model of a biochemical fermentation process C Kravaris, J Kwon, P Shah, MZ Sheriff, MSF Bangi, C Botre, J Hirota US Patent App. 18/037,296, 2024 | | 2024 |
| Enhanced Polyhydroxyalkanoate (PHA) Production through Multiscale Modeling and Process Control Strategies: A Novel Approach to Bio-Based Polymer Synthesis J Kim, S Pahari, P Shah, J Kwon 2023 AIChE Annual Meeting, 2023 | | 2023 |
| Improving Industrial-Scale Bioreactor Performance: Development and Validation of Computationally Efficient Compartment-Based Models Using Real Plant Data P Shah, J Kwon 2023 AIChE Annual Meeting, 2023 | | 2023 |
| LSTM-based control of cellulose degree of polymerization in a batch pulp digester P Shah, HK Choi, JSI Kwon 2023 American Control Conference (ACC), 4659-4664, 2023 | | 2023 |
| ORDER-REDUCTION, AND CONTROLLER DESIGN OF HYDRAULIC FRACTURING P Shah, MSF Bangi, JSI Kwon Energy Systems and Processes, 1, 2023 | | 2023 |
| Discovery of Cyclic Loops in Bayesian Network for Root Cause Diagnosis of Process Faults P Kumari, P Shah, Q Wang, F Khan, J Kwon 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Developing an LSTM-ANN Model for Prediction and Optimal Control of Kappa Number and Degree of Polymerization in a Batch Pulp Digester P Shah, HK Choi, J Kwon 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Closed-Loop Optimal Control Operation of an Industry-Scale Bioreactor and Experimental Validation P Shah, MZ Sheriff, MSF Bangi, J Kwon, C Kravaris, C Botre, J Hirota 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Development of Offset-Free MPC Framework for Hydraulic Fracturing Process Using Sindy P Shah, SH Son, J Kwon 2021 AIChE Annual Meeting, 2021 | | 2021 |
| Data Clustering-Based Hybrid-Kinetic Model of an Industrial-Scale Biochemical Fermenter P Shah, MZ Sheriff, MSF Bangi, J Kwon, C Kravaris 2021 AIChE Annual Meeting, 2021 | | 2021 |
| State Observer Design and Model Predictive Control of an Industrial-Scale Biochemical Fermenter P Shah, MZ Sheriff, MSF Bangi, J Kwon, C Kravaris 2021 AIChE Annual Meeting, 2021 | | 2021 |
| Developing a Hybrid Model of a Biochemical Fermentation Process P Shah, D Lee, J Kwon 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |
Joseph Sang-Il KwonKenneth R. Hall Associate Professor, Artie McFerrin Department of Chemical Engineering, TAMUVerified email at tamu.edu
