Joseph Kwon
Sessions chaired or co-chaired
Advances in Machine Learning and Intelligent Systems I
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
Cybersecurity and High-Performance Computing in Next-Gen Manufacturing
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
Cybersecurity and High-Performance Computing in Next-Gen Manufacturing
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
Data-Driven Dynamic Modeling, Estimation and Control I
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
Data-Driven Techniques for Dynamic Modeling, Estimation and Control I
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
Data-Driven Techniques for Dynamic Modeling, Estimation and Control II
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
Interactive Session: Data and Information Systems
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
Areas chaired or co-chaired
Information Management and Intelligent Systems
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
Authored
Fault Prediction in Chemical Process Systems Using Sparse Modeling and Deep Learning13th AIChE Southwest Process Technology Conference
(284f) Accelerate Simulations of Multivalent Letin-Glycan Binding Process through Hybrid PDE-Kinetic Monte Carlo Model
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(588g) Configurational-Bias Monte Carlo Simulation to Predict the Supramolecular Self-Assemblies of Amphiphiles
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(640a) Modeling Linear Rheology of Nanoparticle-Enhanced Viscoelastic Fracturing Fluids for Unconventional Reservoirs
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(105h) Application of Model Predictive Control to Wormlike Micelles Production: A Case Study of CTAB and NaCl
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(614a) OASIS-P: Operable Adaptive Sparse Identification of Systems for Fault Prognosis of Chemical Processing System
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(749c) Data-Driven Incipient Fault Management for Proton Exchange Membrane Fuel Cell
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(29a) Dynamic Modeling and Application of Model Predictive Control to the Cool-Down Process of a Liquefied Natural Gas (LNG) Tank
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(434a) Multiscale Modeling and Control of Fiber Curl Index to Enhance Fiber Strength in a Pulp Digester
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(610e) Mitigation of Fiber Degradation in a Pulp Digester Via Multiscale Modeling and Control of the Degree of Polymerization of Cellulose
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(644h) Offset-Free Koopman-Based Model Predictive Control of a Batch Pulp Digester
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(492c) A Computational Approach to Enhance the Economic Viability of Acid Fractionation Via Multiscale Modeling and Economic Model Predictive Control
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(612h) Closed-Loop Integration of Scheduling and Offset-Free Model Predictive Control of Hydraulic Fracturing
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(345g) A Modified Bayesian Network to Handle Cyclic Causal Network in Root Cause Diagnosis of Rare Events
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(610b) Development of Koopman-Based Model Predictive Control with Multimodel Approach to Handle Local Dynamics of Chemical Processes in Presence of Feed Fluctuation
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(560c) Development of Computationally Efficient Dynamic Model to Estimate Consequence of Rare Events
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(475d) Data Clustering-Based Hybrid-Kinetic Model of an Industrial-Scale Biochemical Fermenter
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(501h) Development of Two Sequential Kmc Models to Describe Ligand Exchange and Charge Transport for CsPbBr3 Quantum Dots with Improved Stability and Charge Carrier Mobility
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(109a) Use of Dimensionality Reduction and Transfer Learning in Deep Reinforcement Learning Controller for Hydraulic Fracturing
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(16e) State Observer Design and Model Predictive Control of an Industrial-Scale Biochemical Fermenter
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(640c) Novel Zwitterionic Surfactant Based pH-Tunable Dynamic Binary Complex with Potential for Hydraulic Fracturing Applications
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(644b) Development of Offset-Free MPC Framework for Hydraulic Fracturing Process Using Sindy
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(472g) Controlling the Effect of Slug-to-Slug Variation on the Crystal Size Distribution of Perovskite QDs: A CFD-Based Approach
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(375a) Multiscale Modeling of Spray Coating of Perovskite QDs: Understanding the Role of Molecular Interactions in Particle Aggregation.
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(544e) A Multiscale Electro-Chemical Model for Simulating Dendrite Formation in Lithium-Ion Batteries
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
Hybrid Modeling Approach to Describe Uncertain Dynamic Systems: What We Are Better Than Computer Scientists2022 Spring Meeting and 18th Global Congress on Process Safety Proceedings
(543c) Improved Long-Short Term Memory Model for Dynamic and Multimodal Processes Based on K-Means Clustering: Application to an Industrial 2, 3-Bdo Distillation Process
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(106h) Data-Driven Predictive Control of Two-Timescale Dynamics: Application to a Battery System
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(363aa) Modeling and Predictive Control of the Coffee-Ring Effect in Coalescing QD-Droplets
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(658h) Capacity Planning Considering Both Large-Scale Conventional Facility and Small-Scale Modular Device for Shale Gas Water Management
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(11c) Meta-Modeling-Based Sensitivity Analysis of Hybrid Models
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(587c) A Data-Driven Model Predictive Control Framework for Optimal Charging of Li-Ion Batteries with Experimental Validation
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(299b) Hybrid Model-Based MPC with Guarantees on Stability and Applicability Domain: Application to Chemical, Biochemical, and Hydraulic Fracturing Systems
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(575e) Hybrid Modeling Using Universal Differential Equations for Lab-Scale Batch Production of ?-Carotene Using Saccharomyces Cerevisiae
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(330b) Microscopic Modeling Ligand Crosslinking in Nanopatterning of Quantum Dots (QDs)
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(181d) Unbiased Coarse-Grained Monte Carlo Simulation Using SAXS-Data for Identification of Self-Assembled Nanostructures
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(432b) Developing an LSTM-ANN Model for Prediction and Optimal Control of Kappa Number and Degree of Polymerization in a Batch Pulp Digester
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(484b) Optimal Feedback Morphology Control of Amphiphile Self-Assembly Using Markov State Models: Numerical Studies and Experimental Validation
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(363k) Multiscale Modeling and Control of Spray Coating of Quantum Dots
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(105a) Development of an Integrated Multiscale Modeling, Experimental, and Control Framework for Commercialization of Quantum Dot Manufacturing and Their Applications
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(532ej) Design of a Novel Ru-Based Nrr Catalyst Using a Framework Integrating DFT and Kmc
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(418f) Synergistic Effects between Geometric and Electronic Factors on Crystallized Polymer-Coated Pt Catalyst for Hydrogen Evolution Reaction
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(233d) Accelerated Kinetic Monte Carlo (kMC) Simulation and Density Functional Theory (DFT) to Predict Turn-over Frequencies in Heterogeneous Complex Catalytic Reactions
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(535f) pH and Salt-Responsive Dynamic Binary Complexes Based on Supramolecular Complexation with Applications in Unconventional Reservoirs
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(16c) Morphological and Rheological Transitions of Zwitterionic Surfactant Based pH-Tunable Dynamic Binary Complex Coacervates
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(653f) Improvement of Nitrogen Reduction Reaction Via the Proton Transfer on Metal Oxide Catalysts
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(528g) Closed-Loop Optimal Control Operation of an Industry-Scale Bioreactor and Experimental Validation
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(63a) A Study for Kinetic Modeling and Experimental Validation of Lignin Fractionation with 4-Phenolsulfonic Acid for Effective Lignocellulosic Biomass Utilization
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(184f) Modeling of Multi-Dimensional Dynamics Using Layered Algorithms: Application to Lignin Depolymerization and Self-Assembly Simulation with Experimental Validation
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(588c) Discovery of Cyclic Loops in Bayesian Network for Root Cause Diagnosis of Process Faults
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(185b) A Comprehensive Causation Prediction Model of Pipeline Incidents Using Artificial Neural Network
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(2cb) Development of an Integrated Multiscale Modeling, and Control Framework for Commercialization of Quantum Dot Manufacturing and Their Applications
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
Associated proceedings
13th AIChE Southwest Process Technology Conference
2021 Annual Meeting
2022 Spring Meeting and 18th Global Congress on Process Safety Proceedings
2022 Annual Meeting