# preferredTitle
Associate Professor and holder of the Kenneth R. Hall Career Development Professorship

# positions[].organizations[].label
Artie Mcferrin Department of Chemical En

# positions[].organizations[].parent[].label
Texas A&M Engineering Experiment Station (TEES)

# keywords[]
4019 Resources Engineering And Extractive Metallurgy

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4019 Resources Engineering And Extractive Metallurgy

# keywords[]
Networking And Information Technology R&d

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
1.1 Normal Biological Development And Functioning

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
3403 Macromolecular And Materials Chemistry

# keywords[]
3403 Macromolecular And Materials Chemistry

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
Networking And Information Technology R&d

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# educationAndTraining[].organization.label
University of California Los Angeles - (Los Angeles, California, United States)

# educationAndTraining[].organization.label
University of Pennsylvania - (Philadelphia, Pennsylvania, United States)

# educationAndTraining[].organization.label
University of Minnesota - (Minneapolis, Minnesota, United States)

# educationAndTraining[].field
Chemical Engineering, Mathematics, and Chemistry

# publications[].label
Integration of offset-free control framework with Koopman Lyapunov-based model predictive control

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Application of offset-free Koopman-based model predictive control to a batch pulp digester

# publications[].label
Evaluating the spatiotemporal variability of water recovery ratios of shale gas wells and their effects on shale gas development

# publications[].label
Achieving robustness in hybrid models: A physics-informed regularization approach for spatiotemporal parameter estimation in PDEs

# publications[].label
Multiscale modeling of fiber deformation: Application to a batch pulp digester for model predictive control of fiber strength

# publications[].label
Multiscale kinetic modeling of biomass fractionation in an experiment: Understanding individual reaction mechanisms and cellulose degradation

# publications[].label
Economic Model-Based Controller Design Framework for Hydraulic Fracturing To Optimize Shale Gas Production and Water Usage

# publications[].label
Optimal operation of batch enantiomer crystallization: From ternary diagrams to predictive control

# publications[].label
Modeling and Control of Proppant Distribution of Multistage Hydraulic Fracturing in Horizontal Shale Wells

# publications[].label
Crystal shape and size control using a plug flow crystallization configuration

# publications[].label
Run-to-Run-Based Model Predictive Control of Protein Crystal Shape in Batch Crystallization

# publications[].label
Stochastic Modelling of CTB-receptor Binding Kinetics

# publications[].label
Multiscale CFD modeling and optimal control of a continuous slug flow crystallizer for quantum dot production

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Hybrid Koopman model predictive control of nonlinear systems using multiple EDMD models: An application to a batch pulp digester with feed fluctuation

# publications[].label
Data-driven modeling of multimode chemical process: Validation with a real-world distillation column

# publications[].label
Modeling and control of cell wall thickness in batch delignification

# publications[].label
Operable adaptive sparse identification of systems: Application to chemical processes

# publications[].label
An Integrated Numerical and Experimental Framework for Modeling of CTB and GD1b Ganglioside Binding Kinetics

# publications[].label
Estimation of Microstructural Properties of Wormlike Micelles Via a Multi-Scale Multi-Recommendation Batch Bayesian Optimization

# publications[].label
Deep hybrid modeling of chemical process: Application to hydraulic fracturing

# publications[].label
Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters

# publications[].label
A Framework for Economically Optimal Operation of Explosive Waste Incineration Process to Reduce NOx Emission Concentration

# publications[].label
Optimal Enantiomer Crystallization Operation using Ternary Diagram Information

# publications[].label
A slip-spring framework to study relaxation dynamics of entangled wormlike micelles with kinetic Monte Carlo algorithm.

# publications[].label
A closed-loop integration of scheduling and control for hydraulic fracturing using offset-free model predictive control

# publications[].label
Dynamic Modeling of Binding Kinetics Between GD1b Ganglioside and Cholera Toxin Subunit B

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Unveiling Latent Chemical Mechanisms: Hybrid Modeling for Estimating Spatiotemporally Varying Parameters in Moving Boundary Problems

# publications[].label
Modeling and control of protein crystal shape and size in batch crystallization

# publications[].label
Model order reduction of nonlinear parabolic PDE systems with moving boundaries using sparse proper orthogonal decomposition: Application to hydraulic fracturing

# publications[].label
Model predictive control of Lithium-ion batteries: Development of optimal charging profile for reduced intracycle capacity fade using an enhanced single particle model (SPM) with first-principled chemical/mechanical degradation mechanisms

# publications[].label
Identification of cell-to-cell heterogeneity through systems engineering approaches

# publications[].label
Modeling and size control of CsPbBr3 perovskite quantum dots

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Identification of spatially varying geological properties in a heterogeneous reservoir using EnKF and POD based parameterization

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multi-Size Proppant Pumping Schedule of Hydraulic Fracturing: Application to a MP-PIC Model of Unconventional Reservoir for Enhanced Gas Production

# publications[].label
Incorporation of sustainability in process control of hydraulic fracturing in unconventional reservoirs

# publications[].label
Design of online pumping schedules in naturally fractured shale formations to enhance total fracture surface area

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiscale modeling and control of pulp digester under fiber-to-fiber heterogeneity

# publications[].label
Impact of Proppant Pumping Schedule on Well Production for Slickwater Fracturing

# publications[].label
Multiscale modeling and multiobjective control of wood fiber morphology in batch pulp digester

# publications[].label
Supramolecular dynamic binary complexes with pH and salt-responsive properties for use in unconventional reservoirs.

# publications[].label
Model-based feedback control of oil production in oil-rim reservoirs under gas coning conditions

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Application of Koopman operator for model-based control of fracture propagation and proppant transport in hydraulic fracturing operation

# publications[].label
Development of parametric reduced-order model for consequence estimation of rare events

# publications[].label
Optimal design of shale gas supply chain network considering MPC-based pumping schedule of hydraulic fracturing in unconventional reservoirs

# publications[].label
Crystal shape modeling and control in protein crystal growth

# publications[].label
Detection and Isolation of Batch-to-Batch Parametric Drift in Crystallization Using In-Batch and Post-Batch Measurements

# publications[].label
Modeling ligand crosslinking for interlocking quantum dots in thin-films

# publications[].label
A computational approach to characterize formation of a passivation layer in lithium metal anodes

# publications[].label
Simultaneous measurement uncertainty reduction and proppant bank height control of hydraulic fracturing

# publications[].label
Multiscale modeling and control of fiber length in pulp digester

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Identification of a time-varying intracellular signalling model through data clustering and parameter selection: application to NF-[inline-formula removed]B signalling pathway induced by LPS in the presence of BFA.

# publications[].publisher
Institution of Engineering and Technology (IET)

# publications[].label
Developing Quantitative Structure-Property Relationship Models To Predict the Upper Flammability Limit Using Machine Learning

# publications[].label
A method for handling batch-to-batch parametric drift using moving horizon estimation: Application to run-to-run MPC of batch crystallization

# publications[].label
Inferential Model Predictive Control of Continuous Pulping under Grade Transition

# publications[].label
Deep reinforcement learning control of hydraulic fracturing

# publications[].label
Approximate Dynamic Programming Based Control of Proppant Concentration in Hydraulic Fracturing

# publications[].label
Data-driven identification of interpretable reduced-order models using sparse regression

# publications[].label
Deep Neural Network-Based Hybrid Modeling and Experimental Validation for a Full-Scale Bio-Fermentation Process: Identification of Time-Varying Dependencies Among Parameters

# publications[].label
Machine learning-based adaptive model identification of systems: Application to a chemical process

# publications[].label
Handling Parametric Drift in Batch Crystallization Using Predictive Control with R2R Model Parameter EstimationFinancial support from the Extreme Science and Engineering Discovery Environment (TG-CCR120003), the National Science Foundation (CBET-0967291), and the NSF Graduate Research Fellowship (DGE-1144087) given to Michael Nayhouse is gratefully acknowledged.

# publications[].label
OASIS-P: Operable Adaptive Sparse Identification of Systems for fault Prognosis of chemical processes

# publications[].label
Multiscale modeling and run-to-run control of PECVD of thin film solar cells

# publications[].label
Modeling of hydraulic fracturing and designing of online pumping schedules to achieve uniform proppant concentration in conventional oil reservoirs

# publications[].label
Modeling and control of ibuprofen crystal growth and size distribution

# publications[].label
Handling plant-model mismatch in Koopman Lyapunov-based model predictive  control via offset-free control framework

# publications[].label
Model order reduction of nonlinear parabolic PDE systems with moving boundaries using sparse proper orthogonal decomposition methodology

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Development of offset-free Koopman Lyapunov-based model predictive control and mathematical analysis for zero steady-state offset condition considering influence of Lyapunov constraints on equilibrium point

# publications[].label
Data-Driven Model Reduction for Coupled Flow and Geomechanics Based on DMD Methods

# publications[].label
Kinetic Monte Carlo modeling of multivalent binding of CTB proteins with GM1 receptors

# publications[].label
Achieving Optimal Paper Properties: A Layered Multiscale kMC and LSTM-ANN-Based Control Approach for Kraft Pulping

# publications[].label
Investigating High-Performance Non-Precious Transition Metal Oxide Catalysts for Nitrogen Reduction Reaction: A Multifaceted DFT-kMC-LSTM Approach

# publications[].label
Kinetic Monte Carlo modeling of the equilibrium-based size control of CsPbBr3 perovskite quantum dots in strongly confined regime

# publications[].label
Koopman Lyapunov-based model predictive control of nonlinear chemical process systems

# publications[].label
Root Cause Analysis of Key Process Variable Deviation for Rare Events in the Chemical Process Industry

# publications[].label
Modeling and control of protein crystal shape distribution

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Advancing biomass fractionation with real-time prediction of lignin content and MWd: A kMC-based multiscale model for optimized lignin extraction

# publications[].label
CFD simulation of charged aerosol combustion under high electrical field

# publications[].label
Model-based feedback control of oil production in oil-rim reservoirs under gas coning conditions

# publications[].label
Integrative Approach to Extract the Single-cell Dynamics of LPS-induced NF kappa B Signal Pathway through Flow Cytometry Measurements and Parameter Estimation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A modified Bayesian network to handle cyclic loops in root cause diagnosis of process faults in the chemical process industry

# publications[].label
Development of a hybrid model for a partially known intracellular signaling pathway through correction term estimation and neural network modeling.

# publications[].label
Risk-based fault prediction of chemical processes using operable adaptive sparse identification of systems (OASIS)

# publications[].label
Impact of Proppant Pumping Schedule on Well Production for Slickwater Fracturing

# publications[].publisher
American Association of Petroleum Geologists AAPG/Datapages

# publications[].label
Feedback control of proppant bank heights during hydraulic fracturing for enhanced productivity in shale formations

# publications[].label
A Hybrid Mechanistic Data-driven Approach for Modeling Uncertain Intracellular Signaling Pathways

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Protein Crystal Shape and Size Control in Batch Crystallization: Comparing Model Predictive Control with Conventional Operating Policies

# publications[].label
Optimization of simultaneously propagating multiple fractures in hydraulic fracturing to achieve uniform growth using data-based model reduction

# publications[].label
The influence of heteromultivalency on lectin-glycan binding behavior.

# publications[].label
Derivation of a Dynamic Model for Palmitate-induced NF kappa B Signaling Pathway through Systems Biology Approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Numerical study of the effect of propped surface area and fracture conductivity on shale gas production: Application for multi-size proppant pumping schedule design

# publications[].label
Feedback Control of Proppant Bank Heights During Hydraulic Fracturing for Enhanced Productivity in Shale Formations

# publications[].label
Modeling and control of shape distribution of protein crystal aggregates

# publications[].label
Hybrid PDE-kMC modeling approach to simulate multivalent lectin-glycan binding process

# publications[].label
CFD-Based Computational Studies of Quantum Dot Size Control in Slug Flow Crystallizers: Handling Slug-to-Slug Variation

# publications[].label
Introducing Hybrid Modeling with Time-Series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization

# publications[].label
DFT-kMC Analysis for Identifying Novel Bimetallic Electrocatalysts for Enhanced NRR Performance by Suppressing HER at Ambient Conditions Via Active-Site Separation

# publications[].label
Hetero-Multivalent Binding of Lectin to Glycans on Cell Membranes

# publications[].label
Multiscale modeling and control of Kappa number and porosity in a batch-type pulp digester

# publications[].label
Stochastic optimal control of mesostructure of supramolecular assemblies using dissipative particle dynamics and dynamic programming with validation

# publications[].label
Freezing Transition Studies Through Constrained Cell Model Simulation

# publications[].label
Multiscale modeling and predictive control of cellulose accessibility in alkaline pretreatment for enhanced glucose yield

# publications[].label
Communication: phase transitions, criticality, and three-phase coexistence in constrained cell models.

# publications[].label
POD-based EnKF estimation of heterogeneous reservoir parameters for feedback control of hydraulic fracturing

# publications[].label
pH- and temperature-responsive supramolecular assemblies with highly adjustable viscoelasticity: a multi-stimuli binary system.

# publications[].label
Dynamic risk-based fault prediction of chemical processes using online sparse model identification

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Data-driven feedback stabilisation of nonlinear systems: Koopman-based model predictive control

# publications[].label
Determination of the optimal number of eigenfunctions in proper orthogonal decomposition based on machine learning

# publications[].label
Hetero-Multivalency of Pseudomonas aeruginosa Lectin LecA Binding to Model Membranes.

# publications[].label
A Direct Transfer Entropy-Based Multiblock Bayesian Network for Root Cause Diagnosis of Process Faults

# publications[].label
Enhancing total fracture surface area in naturally fractured unconventional reservoirs via model predictive control

# publications[].label
Temporal clustering for order reduction of nonlinear parabolic PDE systems with timedependent spatial domains: Application to a hydraulic fracturing process

# publications[].label
On Operation of PECVD of Thin Film Solar CellsFinancial support from the National Science Foundation (NSF), CBET-1262812, is gratefully acknowledged.

# publications[].label
Machine learning based rate optimization under geologic uncertainty

# publications[].label
Rheological dynamics and structural characteristics of supramolecular assemblies of -cyclodextrin and sulfonic surfactants.

# publications[].label
Multiscale modeling and optimal operation of millifluidic synthesis of perovskite quantum dots: Towards size-controlled continuous manufacturing

# publications[].label
Handling Spatial Heterogeneity in Reservoir Parameters Using Proper Orthogonal Decomposition Based Ensemble Kalman Filter for Model-Based Feedback Control of Hydraulic Fracturing

# publications[].label
Multiscale modeling of dendrite formation in lithium-ion batteries

# publications[].label
Multiscale, Multidomain Modeling and Parallel Computation: Application to Crystal Shape Evolution in Crystallization

# publications[].label
Understanding wellhead ignition as a blowout response

# publications[].label
Dynamic modeling and offset-free predictive control of LNG tank

# publications[].label
Model predictive control for wormlike micelles (WLMs): Application to a system of CTAB and NaCl

# publications[].label
SAXS-guided unbiased coarse-grained Monte Carlo simulation for identification of self-assembly nanostructures and dimensions.

# publications[].label
Optimal design of supply chain network with carbon dioxide injection for enhanced shale gas recovery

# publications[].label
Model Predictive Control of Batch Enantiomer Crystallization Using Ternary Diagram Information

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Advancing Glycan Analysis: A New Platform Integrating SERS, Boronic Acids, and Machine Learning Algorithms

# publications[].label
Data-driven feedback stabilization of nonlinear systems: Koopman-based  model predictive control

# publications[].label
Closed-loop stabilization of nonlinear systems using Koopman Lyapunov-based model predictive control

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Identification of Heterogeneous Parameters in an Intracellular Reaction Network from Population Snapshot Measurements through Sensitivity Analysis and Neural Network

# publications[].label
Inferential model predictive control of blow-line fiber morphology in a continuous pulp digester via multiscale modeling

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Modeling and control of crystal shape in continuous protein crystallization

# publications[].label
Multiscale modeling and operation of PECVD of thin film solar cells

# publications[].label
Mathematical Modeling and Parameter Estimation of Intracellular Signaling Pathway: Application to LPS-induced NF kappa B Activation and TNF alpha Production in Macrophages

# publications[].label
Liquid flammability ratings predicted by machine learning considering aerosolization.

# publications[].label
Enlarging the Domain of Attraction of the Local Dynamic Mode Decomposition with Control Technique: Application to Hydraulic Fracturing

# publications[].label
Experimental and thermodynamic study of aerosol explosions in a 36L apparatus

# publications[].label
Koopman operator-based model identification and control of hydraulic fracture propagation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal pumping schedule with high-viscosity gel for uniform distribution of proppant in unconventional reservoirs

# publications[].label
Enhancing the Crystal Production Rate and Reducing Polydispersity in Continuous Protein Crystallization

# researcherOn[].label
A New Tool for the Analysis of Glycan Recognition in Lectin

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Dynamic Binary Complexes (DBC) as Super-Adjustable Viscosity Modifiers for Hydraulic Fracturing Fluids

# researcherOn[].awardedBy.label
United States Department of Energy - (Washington D.C., District of Columbia, United States)

# researcherOn[].label
Enhancing Hydraulic Fracturing Productivity via Model-based Feedback Control

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# streetAddress
Texas A&M University; Chemical Engineering; 3122 TAMU

# organizations[]
Artie Mcferrin Department of Chemical En

# schools[]
Texas A&M Engineering Experiment Station (TEES)

# etdChairOf[].label
Sidhu, Harwinder Singh (2018-08). Model Order Reduction of Nonlinear Parabolic PDE Systems with Moving Boundaries Using Sparse Proper Orthogonal Decomposition: Application to Hydraulic Fracturing. Master's Thesis.