Joseph Kwon
Sessions chaired or co-chaired
Advances in Machine Learning and Intelligent Systems II
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
Cybersecurity
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
Cybersecurity Keynote Presentations (Invited Talks)
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
Data-Driven Techniques for Dynamic Modeling, Estimation and Control I
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
Data-Driven Techniques for Dynamic Modeling, Estimation and Control II
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
Emerging Junior Investigator Open Innovation Forum (Invited Talks)
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
Authored
(195h) Estimation of Probability Density Functions of Model Parameters for a Heterogeneous Population with Neural Network: Application to TNF? Signaling Pathway
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(371p) Time-Varying Model Identification of Nonlinear Systems with Partially Known Model Structure: Application to NF?B Signaling Pathway Induced by LPS and BFA
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(591e) Handling Microseismic Measurement Uncertainty in Fracture Geometry Control of Hydraulic Fracturing
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(193h) Online Adaptive Sparse Identification of Systems (OASIS): Application to CSTR
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(371ak) Enhancing Total Fracture Surface Area in Naturally Fractured Unconventional Reservoirs Via Model Predictive Control
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(158g) Integrative Analysis of Free Fatty Acid-Induced NF?B Activation in Macrophages: A Step Towards the Quantitative Understanding of Inflammation Induced By Obesity
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(672g) Big Data for Enhanced Reduced Order Modeling: Application to Hydraulic Fracturing
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(371ag) Economic Model-Based Controller Design Framework to Optimize Shale Gas Production and Water Management in Hydraulic Fracturing
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(753e) Deep Learning Based Hybrid Model of Hydraulic Fracturing Process
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(323g) The Effect of Heteromultivalency on Lectin-Glycan Binding Process and the Identification of Critical Parameter
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(110e) Multiscale Modeling of Porosity and Cell Wall Thickness of Wood Chips in Pulp Digester
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(29g) Multiscale Modeling and Control of Cell Wall Thickness in Batch Pulp Digester
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(349d) Kinetic Monte Carlo Simulation of Anisotropy in CsPbBr3 Nanocrystals
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(243b) Data-Driven Nonlinear Stabilization Using Operator-Theoretic Lyapunov-Based Model Predictive Control
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(118b) An Operator Theoretic Framework for Data-Driven Identification and Control of a Hydraulic Fracturing Process
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(588e) Multiscale Modeling of Pulp and Paper Manufacturing Process
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(511d) Aerosol Explosion Studies Using Modified Dust Explosion Apparatus
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(403e) New Liquid Flammability Rating with the Assist of Machine Learning
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(290e) Deploying Intensified, Automated, Mobile, Operable, and Novel Designs “Diamond” for Treating Shale Gas Wastewater
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(187d) Multiscale Modeling of Pulp Fiber Length in Batch Pulping Process
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(22a) Root Cause Analysis of Key Process Variable Deviation for Rare Events
2020 Virtual Spring Meeting and 16th GCPS (ISBN: 978-0-8169-1113-4)
(308f) Proppant Transport with a Reversible and pH Adjustable Supramolecular Material Used As Viscous Fracturing Fluid
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(308g) Dynamic Binary Complexes As Super-Adjustable Viscosity Modifiers for Hydraulic Fracturing Fluids
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(270f) Interactions of Proppant with Dynamically Complexing, pH-Responsive Viscosity Modifying Agents for Hydraulic Fracture Fluids
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(515d) Novel pH-Switchable Viscosity Modifiers to Improve Rheology and Cost Efficiency of Hydraulic Fracturing Fluids
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(353d) Developing a Hybrid Model of a Biochemical Fermentation Process
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(172h) Data-Driven Stabilization of Nonlinear Dynamical Systems: A Koopman Operator Approach
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(667a) Investigation of Hetero-Multivalent Binding Dynamics between Cholera Toxin and Glycolipids on Membranes Via Kinetic Monte Carlo Model and Nanocube-Based Measurements
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(299c) Deep Learning Based Koopman System Identification of Nonlinear Controlled Systems
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(353c) Developing a Closed-Loop Optimum Pumping Sequence with Shear Thinning Fluid for Enhanced Hydraulic Fracturing
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(403d) Development of a Hybrid Model to Describe the Dynamics of a Partially Known System
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(333d) Modeling Fracture Propagation and Fluid Flowback in Hydraulic Fractures Created Using High Viscosity Shear Thinning Gels
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(596d) Enhancing Glucose Yield By Modeling of Cellulose Accessibility: Application of Model Predictive Control to Alkaline Pretreatment for Bioethanol Production
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(719e) Root Cause Analysis of Process Faults Using Penalized Piecewise Linear Multiple Birth Support Vector Machine (pPWL-MBSVM)
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(108b) Fast-Convergence of Deep Reinforcement Learning Controller: Application to a Continuous Stirred Tank Reactor
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(340p) Safe Operation of Floating LNG Tank Via Model Predictive Control
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(651g) Spatio-Temporal Distribution of Water Recovery Ratio in Eagle Ford and Marcellus: Its Effect on Shale Gas Supply Chain Network
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(342j) Multi-Period Design of Shale Gas Supply Chain Network to Handle Temporal Variability in Wastewater Volume from Shale Gas Wells
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(399b) Design of Optimal Multi-Size Proppant Pumping Schedule to Enhance Shale Gas Production
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(333f) Optimal Proppant Pumping Schedule Design for Hydraulic Fracturing Operation Using a Eulerian-Lagrangian Model
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(461h) A Comprehensive Investigation of Dendrite Formation in Lithium Anode Batteries: A Computational Approach for Heterogenous SEI
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(402c) When Deep Learning Meets Sparse Model Identification: Online Adaptive Sparse Identification of Systems (OASIS)
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(744e) Multiscale Modelling and Model Predictive Control of CsPbBr3 Quantum Dots Production: A Step Towards on-Demand Smart-Nanomanufacturing
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(719b) Dynamic Risk Assessment in Chemical Processes Using Sparse Identification and Deep Learning.
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(461b) Multiobjective Control of Fiber Morphology in Pulping Process Via Multiscale Modeling
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(716a) The Emerging Role of Multiscale Modeling and Process Control to Effectively Handle the Panic-Buying of Toilet Paper amid Coronavirus Pandemic
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(434d) An Offset-Free Control Framework for Koopman Lyapunov-Based Model Predictive Control
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(744b) Handling Fiber-to-Fiber Heterogeneity in Pulp and Paper Industry Via Stochastic Multiscale Modeling and Model Predictive Control
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(200f) Modular Fluidic Microreactor for Fully Decoupled Precursor Mixing and Reaction Times in Mechanistic Studies of Metal Halide Perovskite Quantum Dot Synthesis
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
Associated proceedings
2019 AIChE Annual Meeting
2020 Virtual Spring Meeting and 16th GCPS
2020 Virtual AIChE Annual Meeting