Joseph Sang-Il Kwon

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 56

Top Topics

Model Predictive Control

Predictive Control

Top Venues

Comput. Chem. Eng.

Publications

Niranjan Sitapure, Joseph Sang-Il Kwon
CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. Comput. Chem. Eng. 177 (2023)
Abhinav Narasingam, Sang Hwan Son, Joseph Sang-Il Kwon
Data-driven feedback stabilisation of nonlinear systems: Koopman-based model predictive control. Int. J. Control 96 (3) (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization. CoRR (2023)
Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
An adaptive data-driven approach for two-timescale dynamics prediction and remaining useful life estimation of Li-ion batteries. Comput. Chem. Eng. 175 (2023)
Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon
Control Lyapunov-Barrier function-based predictive control using a deep hybrid model with guarantees on domain of applicability. ACC (2023)
Silabrata Pahari, Juhyeon Kim, Mairui Zhang, Anqi Ji, Chang Geun Yoo, Joseph Sang-Il Kwon
Multiscale modeling, experimental validation, and optimal operation for a batch pulp digester with a novel solvent. ACC (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
Model Predictive Control of Cadmium Telluride (CdTe) Quantum Dot (QD) Crystallization. ACC (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
Require Process Control? LSTMc is all you need! CoRR (2023)
Bhushan Pawar, Bhavana Bhadriraju, Faisal Khan, Joseph Sang-Il Kwon, Qingsheng Wang
Resilience assessment of chemical processes using operable adaptive sparse identification of systems. Comput. Chem. Eng. 177 (2023)
Parth Shah, Hyun-Kyu Choi, Joseph Sang-Il Kwon
LSTM-based control of cellulose degree of polymerization in a batch pulp digester. ACC (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. CoRR (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
Model Predictive Control of Spray Coating of Perovskite Quantum Dots for Application in Perovskite Solar Cells. ACC (2022)
Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
Prediction and isolation of process faults using operable adaptive sparse identification of systems (OASIS) and contribution plots. ACC (2022)
Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon
Universal hybrid modeling of batch kinetics of aerobic carotenoid production using Saccharomyces Cerevisiae. ACC (2022)
Pallavi Kumari, Bhavana Bhadriraju, Qingsheng Wang, Joseph Sang-Il Kwon
Handling cyclic loops for accurate root cause diagnosis of rare events in chemical processes using modified Bayesian network. ACC (2022)
Juyeong Jung, Hyun-Kyu Choi, Sang Hwan Son, Joseph Sang-Il Kwon, Jay H. Lee
Multiscale modeling of fiber deformation: Application to a batch pulp digester for model predictive control of fiber strength. Comput. Chem. Eng. 158 (2022)
Gyuyeong Hwang, Niranjan Sitapure, Jiyoung Moon, Sungwon Hwang, Joseph Sang-Il Kwon
Mitigation of intra-cycle mechano-chemical degradation-based capacity fade in Lithium-ion batteries: Application of a model predictive controller. ACC (2022)
Juyeong Jung, Hyun-Kyu Choi, Sang Hwan Son, Joseph Sang-Il Kwon, Jay H. Lee
Model predictive control of fiber deformation in a batch pulp digester. ACC (2022)
Kyeongseok Shin, Sang Hwan Son, Jiyoung Moon, Yeonpyeong Jo, Joseph Sang-Il Kwon, Sungwon Hwang
Dynamic modeling and predictive control of boil-off gas generation during LNG loading. Comput. Chem. Eng. 160 (2022)
Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
Dynamic risk-based fault prediction of chemical processes using online sparse model identification. ACC (2021)
Hyeonggeon Lee, Niranjan Sitapure, Sungwon Hwang, Joseph Sang-Il Kwon
Multiscale modeling of dendrite formation in lithium-ion batteries. Comput. Chem. Eng. 153 (2021)
Sang Hwan Son, Abhinav Narasingam, Joseph Sang-Il Kwon
Integration of offset-free control framework with Koopman Lyapunov-based model predictive control. ACC (2021)
Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon
Deep reinforcement learning control of hydraulic fracturing. Comput. Chem. Eng. 154 (2021)
Dongheon Lee, Arul Jayaraman, Joseph Sang-Il Kwon
A Hybrid Mechanistic Data-Driven Approach for Modeling Uncertain Intracellular Signaling Pathways. ACC (2021)
Hyun-Kyu Choi, Sang Hwan Son, Joseph Sang-Il Kwon
Inferential model predictive control of blow-line fiber morphology in a continuous pulp digester via multiscale modeling. ACC (2021)
Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
Risk-based fault prediction of chemical processes using operable adaptive sparse identification of systems (OASIS). Comput. Chem. Eng. 152 (2021)
Niranjan Sitapure, Robert Epps, Milad Abolhasani, Joseph Sang-Il Kwon
Multiscale CFD modeling and optimal control of a continuous slug flow crystallizer for quantum dot production. ACC (2021)
Dongheon Lee, Arul Jayaraman, Joseph Sang-Il Kwon
Development of a hybrid model for a partially known intracellular signaling pathway through correction term estimation and neural network modeling. PLoS Comput. Biol. 16 (12) (2020)
Dongheon Lee, Yufang Ding, Arul Jayaraman, Joseph Sang-Il Kwon
Derivation of a Dynamic Model for Palmitate-induced NFκB Signaling Pathway through Systems Biology Approach. ACC (2020)
Prashanth Siddhamshetty, Parth Bhandakkar, Joseph Sang-Il Kwon
Design of online pumping schedules in naturally fractured shale formations to enhance total fracture surface area. ACC (2020)
Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon
Deep hybrid modeling of chemical process: Application to hydraulic fracturing. Comput. Chem. Eng. 134 (2020)
Sang Hwan Son, Abhinav Narasingam, Joseph Sang-Il Kwon
Handling plant-model mismatch in Koopman Lyapunov-based model predictive control via offset-free control framework. CoRR (2020)
Abhinav Narasingam, Joseph Sang-Il Kwon
Closed-loop stabilization of nonlinear systems using Koopman Lyapunov-based model predictive control. CDC (2020)
Abhinav Narasingam, Joseph Sang-Il Kwon
Koopman operator-based model identification and control of hydraulic fracture propagation. ACC (2020)
Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon
Modeling and size control of CsPbBr3 perovskite quantum dots. ACC (2020)
Hyun-Kyu Choi, Joseph Sang-Il Kwon
Multiscale modeling and control of fiber length in pulp digester. ACC (2020)
Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon
perovskite quantum dots in strongly confined regime. Comput. Chem. Eng. 139 (2020)
Sang Hwan Son, Hyun-Kyu Choi, Joseph Sang-Il Kwon
Multiscale modeling and control of pulp digester under fiber-to-fiber heterogeneity. Comput. Chem. Eng. 143 (2020)
Abhinav Narasingam, Joseph Sang-Il Kwon
Data-driven feedback stabilization of nonlinear systems: Koopman-based model predictive control. CoRR (2020)
Hyun-Kyu Choi, Joseph Sang-Il Kwon
Multiscale modeling and model-based feedback control of pulp digester. ACC (2019)
Prashanth Siddhamshetty, Joseph Sang-Il Kwon
Simultaneous measurement uncertainty reduction and proppant bank height control of hydraulic fracturing. Comput. Chem. Eng. 127 (2019)
Hyun-Kyu Choi, Joseph Sang-Il Kwon
Modeling and control of cell wall thickness in batch delignification. Comput. Chem. Eng. 128 (2019)
Prashanth Siddhamshetty, Joseph Sang-Il Kwon
Model-based feedback control of oil production in oil-rim reservoirs under gas coning conditions. ACC (2018)
Caio Felippe Curitiba Marcellos, Helen Durand, Joseph Sang-Il Kwon, Amaro Gomes Barreto, Paulo Laranjeira da Cunha Lage, Maurício Bezerra de Souza Jr., Argimiro Resende Secchi, Panagiotis D. Christofides
Model Predictive Control of Batch Enantiomer Crystallization Using Ternary Diagram Information. ACC (2018)
Abhinav Narasingam, Joseph Sang-Il Kwon
Data-driven identification of interpretable reduced-order models using sparse regression. Comput. Chem. Eng. 119 (2018)
Harwinder Singh Sidhu, Abhinav Narasingam, Joseph Sang-Il Kwon
Model order reduction of nonlinear parabolic PDE systems with moving boundaries using sparse proper orthogonal decomposition methodology. ACC (2018)
Harwinder Singh Sidhu, Abhinav Narasingam, Prashanth Siddhamshetty, Joseph Sang-Il Kwon
Model order reduction of nonlinear parabolic PDE systems with moving boundaries using sparse proper orthogonal decomposition: Application to hydraulic fracturing. Comput. Chem. Eng. 112 (2018)
Dongheon Lee, Akshi Singla, Hung-Jen Wu, Joseph Sang-Il Kwon
Dynamic Modeling of Binding Kinetics Between GD1b Ganglioside and Cholera Toxin Subunit B. ACC (2018)
Dongheon Lee, Alec Mohr, Joseph Sang-Il Kwon, Hung-Jen Wu
Kinetic Monte Carlo modeling of multivalent binding of CTB proteins with GM1 receptors. Comput. Chem. Eng. 118 (2018)
Dongheon Lee, Yufang Ding, Arul Jayaraman, Joseph Sang-Il Kwon
Integrative Approach to Extract the Single-cell Dynamics of LPS-induced NFκB Signal Pathway through Flow Cytometry Measurements and Parameter Estimation. ACC (2018)
Prashanth Siddhamshetty, Joseph Sang-Il Kwon
Model-based feedback control of oil production in oil-rim reservoirs under gas coning conditions. Comput. Chem. Eng. 112 (2018)
Abhinav Narasingam, Prashanth Siddhamshetty, Joseph Sang-Il Kwon
Identification of spatially varying geological properties in a heterogeneous reservoir using EnKF and POD based parameterization. ACC (2018)
Prashanth Siddhamshetty, Seeyub Yang, Joseph Sang-Il Kwon
Modeling of hydraulic fracturing and designing of online pumping schedules to achieve uniform proppant concentration in conventional oil reservoirs. Comput. Chem. Eng. 114 (2018)
Prashanth Siddhamshetty, Seeyub Yang, Joseph Sang-Il Kwon
Modeling of hydraulic fracturing and developing a new pumping schedule to achieve uniform proppant concentration. ACC (2017)
Abhinav Narasingam, Joseph Sang-Il Kwon
Development of local dynamic mode decomposition with control: Application to model predictive control of hydraulic fracturing. Comput. Chem. Eng. 106 (2017)
Seeyub Yang, Prashanth Siddhamshetty, Joseph Sang-Il Kwon
Optimal pumping schedule design to achieve a uniform proppant concentration level in hydraulic fracturing. Comput. Chem. Eng. 101 (2017)
Michael Nayhouse, Joseph Sang-Il Kwon, Gerassimos Orkoulas, Panagiotis D. Christofides
Modeling and control of protein crystal shape distribution. ACC (2013)