Joseph Sang-Il Kwon

71 papers C 41Journal 29Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Accelerated Molecular Simulation-Based Model Predictive Control for Regulating Molecular Weights and Monomeric Ratios in Biomass Fractionation. ACC Juhyeon Kim, Jiae Ryu, Qiang Yang, Chang Geun Yoo, Joseph Sang-Il Kwon
2025	C	`conf`	Adaptive Kinetic Monte Carlo-Based Optimal Control for Mitigating Catalyst Deactivation. ACC Satchit Nagpal, Youngjo Kim, Joseph Sang-Il Kwon
2025	C	`conf`	Enhancing Predictive Accuracy in Catalysis: A Hybrid Modeling Approach for Dynamic Surface Configuration Analysis. ACC Chi Ho Lee, Silabrata Pahari, David Kumar Yesudoss, Abdoulaye Djire, Joseph Sang-Il Kwon
2025	J	`jnl`	Hybrid modeling of first-principles and machine learning: A step-by-step tutorial review for practical implementation. Comput. Chem. Eng. Parth Shah, Silabrata Pahari, Raj Bhavsar, Joseph Sang-Il Kwon
2025	C	`conf`	Optimal Process Design through Compartment Modeling: Spatiotemporal Analysis for Industry-Scale Fermentation Systems. ACC Parth Shah, Satchit Nagpal, Jun-Woo Kim, Sang-Min Park, Jaehoon Cho, Jeong-Ho Kim, Dong-Hun Kwak, Joseph Sang-Il Kwon
2025	J	`jnl`	Physics-informed neural network with moving boundary constraints for modeling hydraulic fracturing. Comput. Chem. Eng. Yubin Ryu, Parth Shah, Jonggeol Na, Joseph Sang-Il Kwon
2025	C	`conf`	Transformer-Based QSPR Modeling for Complex Molecular Systems: A Case Study on Ionic Liquids. ACC Aahil Khambhawala, Chi Ho Lee, Silabrata Pahari, Paul Nancarrow, Nabil Abdel-Jabbar, Mahmoud M. El-Halwagi, Joseph Sang-Il Kwon
2024	C	`conf`	A Hybrid Modeling Framework for Catalytic Systems: Sensitivity Analysis and Estimation of Activation Energies. ACC Silabrata Pahari, Parth Shah, Chi Ho Lee, Joseph Sang-Il Kwon
2024	C	`conf`	Adaptive Control for Lignin-First Biomass Fractionation: An Experimentally Verified Multiscale kMC Approach. ACC Juhyeon Kim, Silabrata Pahari, Jiae Ryu, Mairui Zhang, Chang Geun Yoo, Joseph Sang-Il Kwon
2024	C	`conf`	Empowering Hybrid Models with Attention-Based Time-series Transformers: A Case Study in Batch Crystallization. ACC Niranjan Sitapure, Joseph Sang-Il Kwon
2024	C	`conf`	Enhancing Protein Crystal Purity through Adaptive Kinetic Monte Carlo Modeling and Control of Surface Morphology. ACC Satchit Nagpal, Joseph Sang-Il Kwon
2024	C	`conf`	Integrating Deep Neural Networks for Hybrid Modeling of Complex Chemical Processes: Estimation of Spatiotemporally Varying Parameters in Moving Boundary Problems. ACC Silabrata Pahari, Parth Shah, Joseph Sang-Il Kwon
2024	C	`conf`	Integrating Machine Learning in Process Control with LSTMc: A Case Study in Batch Crystallization. ACC Niranjan Sitapure, Joseph Sang-Il Kwon
2024	C	`conf`	Lyapunov-Based Model Predictive Control Using Operable Adaptive Sparse Identification of Systems (OASIS). ACC Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
2023	J	`jnl`	An adaptive data-driven approach for two-timescale dynamics prediction and remaining useful life estimation of Li-ion batteries. Comput. Chem. Eng. Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
2023	C	`conf`	Control Lyapunov-Barrier function-based predictive control using a deep hybrid model with guarantees on domain of applicability. ACC Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon
2023	J	`jnl`	CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. Comput. Chem. Eng. Niranjan Sitapure, Joseph Sang-Il Kwon
2023	J	`jnl`	CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. CoRR Niranjan Sitapure, Joseph Sang-Il Kwon
2023	J	`jnl`	Data-driven feedback stabilisation of nonlinear systems: Koopman-based model predictive control. Int. J. Control Abhinav Narasingam, Sang Hwan Son, Joseph Sang-Il Kwon
2023	J	`jnl`	Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization. CoRR Niranjan Sitapure, Joseph Sang-Il Kwon
2023	C	`conf`	LSTM-based control of cellulose degree of polymerization in a batch pulp digester. ACC Parth Shah, Hyun-Kyu Choi, Joseph Sang-Il Kwon
2023	C	`conf`	Model Predictive Control of Cadmium Telluride (CdTe) Quantum Dot (QD) Crystallization. ACC Niranjan Sitapure, Joseph Sang-Il Kwon
2023	C	`conf`	Multiscale modeling, experimental validation, and optimal operation for a batch pulp digester with a novel solvent. ACC Silabrata Pahari, Juhyeon Kim, Mairui Zhang, Anqi Ji, Chang Geun Yoo, Joseph Sang-Il Kwon
2023	J	`jnl`	Require Process Control? LSTMc is all you need! CoRR Niranjan Sitapure, Joseph Sang-Il Kwon
2023	J	`jnl`	Resilience assessment of chemical processes using operable adaptive sparse identification of systems. Comput. Chem. Eng. Bhushan Pawar, Bhavana Bhadriraju, Faisal Khan, Joseph Sang-Il Kwon, Qingsheng Wang
2022	J	`jnl`	Dynamic modeling and predictive control of boil-off gas generation during LNG loading. Comput. Chem. Eng. Kyeongseok Shin, Sang Hwan Son, Jiyoung Moon, Yeonpyeong Jo, Joseph Sang-Il Kwon, Sungwon Hwang
2022	C	`conf`	Handling cyclic loops for accurate root cause diagnosis of rare events in chemical processes using modified Bayesian network. ACC Pallavi Kumari, Bhavana Bhadriraju, Qingsheng Wang, Joseph Sang-Il Kwon
2022	C	`conf`	Mitigation of intra-cycle mechano-chemical degradation-based capacity fade in Lithium-ion batteries: Application of a model predictive controller. ACC Gyuyeong Hwang, Niranjan Sitapure, Jiyoung Moon, Sungwon Hwang, Joseph Sang-Il Kwon
2022	C	`conf`	Model Predictive Control of Spray Coating of Perovskite Quantum Dots for Application in Perovskite Solar Cells. ACC Niranjan Sitapure, Joseph Sang-Il Kwon
2022	C	`conf`	Model predictive control of fiber deformation in a batch pulp digester. ACC Juyeong Jung, Hyun-Kyu Choi, Sang Hwan Son, Joseph Sang-Il Kwon, Jay H. Lee
2022	J	`jnl`	Multiscale modeling of fiber deformation: Application to a batch pulp digester for model predictive control of fiber strength. Comput. Chem. Eng. Juyeong Jung, Hyun-Kyu Choi, Sang Hwan Son, Joseph Sang-Il Kwon, Jay H. Lee
2022	C	`conf`	Prediction and isolation of process faults using operable adaptive sparse identification of systems (OASIS) and contribution plots. ACC Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
2022	C	`conf`	Universal hybrid modeling of batch kinetics of aerobic carotenoid production using Saccharomyces Cerevisiae. ACC Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon
2021	C	`conf`	A Hybrid Mechanistic Data-Driven Approach for Modeling Uncertain Intracellular Signaling Pathways. ACC Dongheon Lee, Arul Jayaraman, Joseph Sang-Il Kwon
2021	J	`jnl`	Deep reinforcement learning control of hydraulic fracturing. Comput. Chem. Eng. Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon
2021	C	`conf`	Dynamic risk-based fault prediction of chemical processes using online sparse model identification. ACC Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
2021	C	`conf`	Inferential model predictive control of blow-line fiber morphology in a continuous pulp digester via multiscale modeling. ACC Hyun-Kyu Choi, Sang Hwan Son, Joseph Sang-Il Kwon
2021	C	`conf`	Integration of offset-free control framework with Koopman Lyapunov-based model predictive control. ACC Sang Hwan Son, Abhinav Narasingam, Joseph Sang-Il Kwon
2021	C	`conf`	Multiscale CFD modeling and optimal control of a continuous slug flow crystallizer for quantum dot production. ACC Niranjan Sitapure, Robert W. Epps, Milad Abolhasani, Joseph Sang-Il Kwon
2021	J	`jnl`	Multiscale modeling of dendrite formation in lithium-ion batteries. Comput. Chem. Eng. Hyeonggeon Lee, Niranjan Sitapure, Sungwon Hwang, Joseph Sang-Il Kwon
2021	J	`jnl`	Risk-based fault prediction of chemical processes using operable adaptive sparse identification of systems (OASIS). Comput. Chem. Eng. Bhavana Bhadriraju, Joseph Sang-Il Kwon, Faisal Khan
2020	—	`conf`	Closed-loop stabilization of nonlinear systems using Koopman Lyapunov-based model predictive control. CDC Abhinav Narasingam, Joseph Sang-Il Kwon
2020	J	`jnl`	Data-driven feedback stabilization of nonlinear systems: Koopman-based model predictive control. CoRR Abhinav Narasingam, Joseph Sang-Il Kwon
2020	J	`jnl`	Deep hybrid modeling of chemical process: Application to hydraulic fracturing. Comput. Chem. Eng. Mohammed Saad Faizan Bangi, Joseph Sang-Il Kwon
2020	C	`conf`	Derivation of a Dynamic Model for Palmitate-induced NFκB Signaling Pathway through Systems Biology Approach. ACC Dongheon Lee, Yufang Ding, Arul Jayaraman, Joseph Sang-Il Kwon
2020	C	`conf`	Design of online pumping schedules in naturally fractured shale formations to enhance total fracture surface area. ACC Prashanth Siddhamshetty, Parth Bhandakkar, Joseph Sang-Il Kwon
2020	J	`jnl`	Development of a hybrid model for a partially known intracellular signaling pathway through correction term estimation and neural network modeling. PLoS Comput. Biol. Dongheon Lee, Arul Jayaraman, Joseph Sang-Il Kwon
2020	J	`jnl`	Handling plant-model mismatch in Koopman Lyapunov-based model predictive control via offset-free control framework. CoRR Sang Hwan Son, Abhinav Narasingam, Joseph Sang-Il Kwon
2020	J	`jnl`	Kinetic Monte Carlo modeling of the equilibrium-based size control of CsPbBr Comput. Chem. Eng. Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon
2020	C	`conf`	Koopman operator-based model identification and control of hydraulic fracture propagation. ACC Abhinav Narasingam, Joseph Sang-Il Kwon
2020	C	`conf`	Modeling and size control of CsPbBr3 perovskite quantum dots. ACC Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon
2020	C	`conf`	Multiscale modeling and control of fiber length in pulp digester. ACC Hyun-Kyu Choi, Joseph Sang-Il Kwon
2020	J	`jnl`	Multiscale modeling and control of pulp digester under fiber-to-fiber heterogeneity. Comput. Chem. Eng. Sang Hwan Son, Hyun-Kyu Choi, Joseph Sang-Il Kwon
2019	J	`jnl`	Modeling and control of cell wall thickness in batch delignification. Comput. Chem. Eng. Hyun-Kyu Choi, Joseph Sang-Il Kwon
2019	C	`conf`	Multiscale modeling and model-based feedback control of pulp digester. ACC Hyun-Kyu Choi, Joseph Sang-Il Kwon
2019	J	`jnl`	Simultaneous measurement uncertainty reduction and proppant bank height control of hydraulic fracturing. Comput. Chem. Eng. Prashanth Siddhamshetty, Joseph Sang-Il Kwon
2018	J	`jnl`	Data-driven identification of interpretable reduced-order models using sparse regression. Comput. Chem. Eng. Abhinav Narasingam, Joseph Sang-Il Kwon
2018	C	`conf`	Dynamic Modeling of Binding Kinetics Between GD1b Ganglioside and Cholera Toxin Subunit B. ACC Dongheon Lee, Akshi Singla, Hung-Jen Wu, Joseph Sang-Il Kwon
2018	C	`conf`	Identification of spatially varying geological properties in a heterogeneous reservoir using EnKF and POD based parameterization. ACC Abhinav Narasingam, Prashanth Siddhamshetty, Joseph Sang-Il Kwon
2018	C	`conf`	Integrative Approach to Extract the Single-cell Dynamics of LPS-induced NFκB Signal Pathway through Flow Cytometry Measurements and Parameter Estimation. ACC Dongheon Lee, Yufang Ding, Arul Jayaraman, Joseph Sang-Il Kwon
2018	J	`jnl`	Kinetic Monte Carlo modeling of multivalent binding of CTB proteins with GM1 receptors. Comput. Chem. Eng. Dongheon Lee, Alec Mohr, Joseph Sang-Il Kwon, Hung-Jen Wu
2018	C	`conf`	Model Predictive Control of Batch Enantiomer Crystallization Using Ternary Diagram Information. ACC 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
2018	C	`conf`	Model order reduction of nonlinear parabolic PDE systems with moving boundaries using sparse proper orthogonal decomposition methodology. ACC Harwinder Singh Sidhu, Abhinav Narasingam, Joseph Sang-Il Kwon
2018	J	`jnl`	Model order reduction of nonlinear parabolic PDE systems with moving boundaries using sparse proper orthogonal decomposition: Application to hydraulic fracturing. Comput. Chem. Eng. Harwinder Singh Sidhu, Abhinav Narasingam, Prashanth Siddhamshetty, Joseph Sang-Il Kwon
2018	C	`conf`	Model-based feedback control of oil production in oil-rim reservoirs under gas coning conditions. ACC Prashanth Siddhamshetty, Joseph Sang-Il Kwon
2018	J	`jnl`	Model-based feedback control of oil production in oil-rim reservoirs under gas coning conditions. Comput. Chem. Eng. Prashanth Siddhamshetty, Joseph Sang-Il Kwon
2018	J	`jnl`	Modeling of hydraulic fracturing and designing of online pumping schedules to achieve uniform proppant concentration in conventional oil reservoirs. Comput. Chem. Eng. Prashanth Siddhamshetty, Seeyub Yang, Joseph Sang-Il Kwon
2017	J	`jnl`	Development of local dynamic mode decomposition with control: Application to model predictive control of hydraulic fracturing. Comput. Chem. Eng. Abhinav Narasingam, Joseph Sang-Il Kwon
2017	C	`conf`	Modeling of hydraulic fracturing and developing a new pumping schedule to achieve uniform proppant concentration. ACC Prashanth Siddhamshetty, Seeyub Yang, Joseph Sang-Il Kwon
2017	J	`jnl`	Optimal pumping schedule design to achieve a uniform proppant concentration level in hydraulic fracturing. Comput. Chem. Eng. Seeyub Yang, Prashanth Siddhamshetty, Joseph Sang-Il Kwon
2013	C	`conf`	Modeling and control of protein crystal shape distribution. ACC Michael Nayhouse, Joseph Sang-Il Kwon, Gerassimos Orkoulas, Panagiotis D. Christofides