Compensation of measurable disturbances for two-time-scale nonlinear systems. - Panagiotis D. Christofides; Prodromos Daoutidis (Autom., 1996)

Singular perturbations and input-to-state stability. - Panagiotis D. Christofides; Andrew R. Teel (IEEE Trans. Autom. Control., 1996)

Drag reduction in incompressible channel flow using electromagnetic forcing. - James Baker; Antonios Armaou; Panagiotis D. Christofides (ACC, 2000)

Nonlinear control of particulate processes with input constraints. - Timothy Chiu; Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2000)

Constrained nonlinear control of parabolic PDE systems. - Nael H. El-Farra; Antonios Armaou; Panagiotis D. Christofides (ACC, 2000)

Robust near-optimal output feedback control of nonlinear systems. - Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2000)

Robust output feedback control of nonlinear singularly perturbed systems. - Panagiotis D. Christofides (Autom., 2000)

Integrated optimal actuator placement and robust control of uncertain transport-reaction processes. - Charalambos Antoniades; Panagiotis D. Christofides (ACC, 2001)

Bounded output feedback control of the Kuramoto-Sivashinsky equation with input constraints. - Antonios Armaou; Panagiotis D. Christofides (ACC, 2001)

Lyapunov-based control: some new results and comparison with MPC. - Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2001)

Feedback control of switched nonlinear systems using multiple Lyapunov functions. - Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2001)

Drag reduction in flow over a flat plate using active feedback control. - James Baker; James Myatt; Panagiotis D. Christofides (CDC, 2001)

Output feedback control of parabolic PDE systems with input constraints. - Nael H. El-Farra; Antonios Armaou; Panagiotis D. Christofides (CDC, 2001)

Bounded robust control of constrained multivariable systems. - Nael H. El-Farra; Panagiotis D. Christofides (CDC, 2001)

Robust control of parabolic PDE systems with time-dependent spatial domains. - Antonios Armaou; Panagiotis D. Christofides (Autom., 2001)

Dynamic optimization of dissipative PDE systems using empirical eigenfunctions. - Antonios Armaou; Panagiotis D. Christofides (ACC, 2002)

Feedback control of nanostructured coatings processing accounting for powder size distribution. - Mingheng Li; Panagiotis D. Christofides (ACC, 2002)

Dynamic optimization of dissipative PDE systems using nonlinear order reduction. - Antonios Armaou; Panagiotis D. Christofides (CDC, 2002)

Hybrid control of parabolic PDE systems. - Nael H. El-Farra; Panagiotis D. Christofides (CDC, 2002)

Computational modeling of nitric oxide transport and consumption in blood vessels. - Nael H. El-Farra; Panagiotis D. Christofides; James C. Liao (CDC, 2002)

Estimation and control of surface roughness in thin film growth using kinetic Monte-Carlo models. - Yiming Lou; Panagiotis D. Christofides (CDC, 2002)

Switching and Feedback Laws for Control of Constrained Switched Nonlinear Systems. - Nael H. El-Farra; Panagiotis D. Christofides (HSCC, 2002)

Computation of empirical eigenfunctions and order reduction for control of time-dependent parabolic PDEs. - Antonios Armaou; Stevan Dubljevic; Panagiotis D. Christofides (ACC, 2003)

Distributed nonlinear control of diffusion-reaction processes. - Stevan Dubljevic; Panagiotis D. Christofides; Ioannis G. Kevrekidis (ACC, 2003)

Hybrid control: a paradigm for implementing control to nonlinear systems with guaranteed stability regions. - Nael H. El-Farra; Prashant Mhaskar; Panagiotis D. Christofides (ACC, 2003)

Modeling and control of an experimental HVOF thermal spray process. - Mingheng Li; Dan Shi; Panagiotis D. Christofides (ACC, 2003)

A method for real-time control of thin film composition using OES and XPS. - Dong Ni 004; Yiming Lou; Panagiotis D. Christofides; Lin Sha; Sandy Lao; Jane P. Chang (ACC, 2003)

Feedback control of growth rate and surface roughness in thin film growth. - Yiming Lou; Panagiotis D. Christofides (CDC, 2003)

Hybrid Control of Parabolic PDEs: Handling Faults of Constrained Control Actuators. - Nael H. El-Farra; Panagiotis D. Christofides (HSCC, 2003)

Analysis and control of parabolic PDE systems with input constraints. - Nael H. El-Farra; Antonios Armaou; Panagiotis D. Christofides (Autom., 2003)

Fault-tolerant control of fluid dynamic systems via coordinated feedback and switching. - Nael H. El-Farra; Yiming Lou; Panagiotis D. Christofides (Comput. Chem. Eng., 2003)

Optimal actuator/sensor placement for nonlinear control of the Kuramoto-Sivashinsky equation. - Yiming Lou; Panagiotis D. Christofides (IEEE Trans. Control. Syst. Technol., 2003)

Predictive control of parabolic PDEs with state and control constraints. - Stevan Dubljevic; Nael H. El-Farra; Prashant Mhaskar; Panagiotis D. Christofides (ACC, 2004)

A hybrid predictive control approach for output feedback stabilization of constrained linear systems. - Nael H. El-Farra; Prashant Mhaskar; Panagiotis D. Christofides (ACC, 2004)

Feedback control of surface roughness of GaAs [001] thin films using kinetic Monte-Carlo models. - Yiming Lou; Panagiotis D. Christofides (ACC, 2004)

Stabilization of switched nonlinear systems using predictive control. - Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2004)

A method for PID controller tuning using nonlinear control techniques. - Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2004)

Feedback control of surface roughness using the linearized stochastic Kuramoto-Sivashinsky equation. - Yiming Lou; Panagiotis D. Christofides (CDC, 2004)

Uniting bounded control and MPC for stabilization of constrained linear systems. - Nael H. El-Farra; Prashant Mhaskar; Panagiotis D. Christofides (Autom., 2004)

Coordinating feedback and switching for control of spatially distributed processes. - Nael H. El-Farra; Panagiotis D. Christofides (Comput. Chem. Eng., 2004)

Feedback control of surface roughness of GaAs (0 0 1) thin films using kinetic Monte Carlo models. - Yiming Lou; Panagiotis D. Christofides (Comput. Chem. Eng., 2004)

Autonomous Machines: Racing to Win the DARPA Grand Challenge. - Panagiotis D. Christofides (ACC, 2005)

Control of nonlinear distributed process systems. - Panagiotis D. Christofides (ACC, 2005)

Predictive control of diffusion-reaction processes. - Stevan Dubljevic; Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2005)

Output feedback control of switched nonlinear systems using multiple Lyapunov functions. - Nael H. EI-Farra; Prashant Mhaskar; Panagiotis D. Christofides (ACC, 2005)

A switched systems approach for the analysis and control of mode transitions in biological networks. - Nael H. El-Farra; Adiwinata Gani; Panagiotis D. Christofides (ACC, 2005)

Construction of stochastic PDEs for feedback control of surface roughness in thin film deposition. - Dong Ni 004; Panagiotis D. Christofides (ACC, 2005)

Multivariable predictive control of thin film deposition using a stochastic PDE model. - Dong Ni 004; Panagiotis D. Christofides (ACC, 2005)

Predictive control of particle size distribution in protein crystallization. - Dan Shi; Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2005)

Robust hybrid predictive control of nonlinear systems. - Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (Autom., 2005)

Control of Multiscale and Distributed Process Systems. - Panagiotis D. Christofides; Antonios Armaou (Comput. Chem. Eng., 2005)

Predictive control of transport-reaction processes. - Stevan Dubljevic; Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (Comput. Chem. Eng., 2005)

Feedback control of surface roughness in sputtering processes using the stochastic Kuramoto-Sivashinsky equation. - Yiming Lou; Panagiotis D. Christofides (Comput. Chem. Eng., 2005)

Control of flow over a cylinder using rotational oscillations. - Prasenjit Ray; Panagiotis D. Christofides (Comput. Chem. Eng., 2005)

Output feedback control of switched nonlinear systems using multiple Lyapunov functions. - Nael H. El-Farra; Prashant Mhaskar; Panagiotis D. Christofides (Syst. Control. Lett., 2005)

Predictive control of switched nonlinear systems with scheduled mode transitions. - Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (IEEE Trans. Autom. Control., 2005)

Boundary predictive control of parabolic PDEs. - Stevan Dubljevic; Panagiotis D. Christofides (ACC, 2006)

Predictive output feedback control of parabolic PDEs. - Stevan Dubljevic; Panagiotis D. Christofides (ACC, 2006)

Fault-tolerant control of a polyethylene reactor. - Adiwinata Gani; Prashant Mhaskar; Panagiotis D. Christofides (ACC, 2006)

Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness. - Prashant Mhaskar; Adiwinata Gani; Panagiotis D. Christofides (ACC, 2006)

Fault-tolerant control of nonlinear systems: fault-detection and isolation and controller reconfiguration. - Prashant Mhaskar; Charles McFall; Adiwinata Gani; Panagiotis D. Christofides; James F. Davis (ACC, 2006)

Predictive Control of Infinite Dimensional Systems. - Stevan Dubljevic; Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (CDC, 2006)

Nonlinear Feedback Control of Surface Roughness Using a Stochastic PDE. - Yiming Lou; Panagiotis D. Christofides (CDC, 2006)

Fault-Tolerant Control of Nonlinear Systems Subject to Sensor Data Losses. - Prashant Mhaskar; Adiwinata Gani; Charles McFall; Panagiotis D. Christofides; James F. Davis (CDC, 2006)

Control and optimization of multiscale process systems. - Panagiotis D. Christofides; Antonios Armaou (Comput. Chem. Eng., 2006)

Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. - Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (Syst. Control. Lett., 2006)

Control of a Polyethylene Reactor: Handling Sensor Faults. - Adiwinata Gani; Prashant Mhaskar; Panagiotis D. Christofides (ACC, 2007)

An Input/Output Approach to the Optimal Transition Control of a Class of Distributed Chemical Reactors. - Mingheng Li; Panagiotis D. Christofides (ACC, 2007)

Predictive Control of Switched Nonlinear Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints. - Prashant Mhaskar; Nael H. El-Farra; Panagiotis D. Christofides (ACC, 2007)

Control configuration selection and distributed nonlinear control of surface roughness in a sputtering process. - Yiming Lou; Gangshi Hu; Panagiotis D. Christofides (CDC, 2007)

Model-based control of nonlinear systems subject to sensor data losses: A chemical process case study. - David Muñoz de la Peña; Panagiotis D. Christofides (CDC, 2007)

Control and Optimization of Multiscale Process Systems. - Panagiotis D. Christofides; Antonios Armaou; Yiming Lou; Amit Varshney (Birkhäuser, 2008)

Lyapunov-based model predictive control of particulate processes subject to asynchronous measurements. - Jinfeng Liu 002; David Muñoz de la Peña; Panagiotis D. Christofides; James F. Davis (ACC, 2008)

Optimal mechano-electric stabilization of cardiac alternans. - Stevan Dubljevic; Panagiotis D. Christofides (ACC, 2008)

Dynamic output feedback covariance control of linear stochastic dissipative partial differential equations. - Gangshi Hu; Yiming Lou; Panagiotis D. Christofides (ACC, 2008)

Control of a reverse osmosis desalination process at high recovery. - Charles W. McFall; Alex R. Bartman; Panagiotis D. Christofides; Yoram Cohen (ACC, 2008)

Enhancing data-based fault isolation through nonlinear control: Application to a polyethylene reactor. - Benjamin James Ohran; David Muñoz de la Peña; Panagiotis D. Christofides; James F. Davis (ACC, 2008)

Controller enhanced fault detection and isolation in a reactor-separator system. - Benjamin James Ohran; Johnny Rau; Panagiotis D. Christofides; James F. Davis (ACC, 2008)

Lyapunov-based model predictive control of nonlinear systems subject to time-varying measurement delays. - Jinfeng Liu 001; David Muñoz de la Peña; Panagiotis D. Christofides; James F. Davis (CDC, 2008)

Isolation and handling of actuator faults in nonlinear systems. - Prashant Mhaskar; Charles McFall; Adiwinata Gani; Panagiotis D. Christofides; James F. Davis (Autom., 2008)

Studies on feedback control of cardiac alternans. - Stevan Dubljevic; Shien-Fong Lin; Panagiotis D. Christofides (Comput. Chem. Eng., 2008)

Optimal control of diffusion-convection-reaction processes using reduced-order models. - Mingheng Li; Panagiotis D. Christofides (Comput. Chem. Eng., 2008)

Stability of nonlinear asynchronous systems. - David Muñoz de la Peña; Panagiotis D. Christofides (Syst. Control. Lett., 2008)

Output feedback control of nonlinear systems subject to sensor data losses. - David Muñoz de la Peña; Panagiotis D. Christofides (Syst. Control. Lett., 2008)

Lyapunov-Based Model Predictive Control of Nonlinear Systems Subject to Data Losses. - David Muñoz de la Peña; Panagiotis D. Christofides (IEEE Trans. Autom. Control., 2008)

Model predictive control of feed flow reversal in a reverse osmosis desalination process. - Alex R. Bartman; Charles McFall; Panagiotis D. Christofides; Yoram Cohen (ACC, 2009)

Stochastic modeling of film porosity in thin film deposition. - Gangshi Hu; Gerassimos Orkoulas; Panagiotis D. Christofides (ACC, 2009)

Model predictive control of film porosity in thin film deposition. - Gangshi Hu; Gerassimos Orkoulas; Panagiotis D. Christofides (ACC, 2009)

Distributed model predictive control of nonlinear systems with input constraints. - Jinfeng Liu 001; David Muñoz de la Peña; Panagiotis D. Christofides (ACC, 2009)

Model predictive control of nonlinear stochastic PDEs: Application to a sputtering process. - Yiming Lou; Gangshi Hu; Panagiotis D. Christofides (ACC, 2009)

Fault detection and isolation of a polyethylene reactor using asynchronous measurements. - Charles McFall; David Muñoz de la Peña; Benjamin James Ohran; Panagiotis D. Christofides; James F. Davis (ACC, 2009)

Simultaneous regulation of film thickness, surface roughness and porosity in a multiscale thin film growth process. - Gangshi Hu; Xinyu Zhang; Gerassimos Orkoulas; Panagiotis D. Christofides (CDC, 2009)

Distributed model predictive control of nonlinear systems subject to delayed measurements. - Jinfeng Liu 001; David Muñoz de la Peña; Panagiotis D. Christofides (CDC, 2009)

Networked monitoring and fault-tolerant control of nonlinear process systems. - Benjamin James Ohran; Jinfeng Liu 001; David Muñoz de la Peña; Panagiotis D. Christofides; James F. Davis (CDC, 2009)

Minimizing energy consumption in reverse osmosis membrane desalination using optimization-based control. - Alex R. Bartman; Aihua Zhu; Panagiotis D. Christofides; Yoram Cohen (ACC, 2010)

Monitoring and handling of actuator faults in a distributed model predictive control system. - David Chilin; Jinfeng Liu 001; David Muñoz de la Peña; Panagiotis D. Christofides; James F. Davis (ACC, 2010)

Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. Part I: Theory. - Jinfeng Liu 001; Xianzhong Chen; David Muñoz de la Peña; Panagiotis D. Christofides (ACC, 2010)

Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. Part II: Application to a catalytic alkylation of benzene process. - Jinfeng Liu 001; Xianzhong Chen; David Muñoz de la Peña; Panagiotis D. Christofides (ACC, 2010)

Iterative distributed model predictive control of nonlinear systems: Handling delayed measurements. - Jinfeng Liu 001; Xianzhong Chen; David Muñoz de la Peña; Panagiotis D. Christofides (CDC, 2010)

Simultaneous regulation of thin film surface mean slope and roughness for light trapping optimization using predictive control. - Xinyu Zhang; Gangshi Hu; Gerassimos Orkoulas; Panagiotis D. Christofides (CDC, 2010)

Distributed model predictive control of nonlinear systems subject to asynchronous and delayed measurements. - Jinfeng Liu 001; David Muñoz de la Peña; Panagiotis D. Christofides (Autom., 2010)

A two-tier control architecture for nonlinear process systems with continuous/asynchronous feedback. - Jinfeng Liu 001; David Muñoz de la Peña; Benjamin James Ohran; Panagiotis D. Christofides; James F. Davis (Int. J. Control, 2010)

Data-based monitoring and reconfiguration of a distributed model predictive control system. - David Chilin; Jinfeng Liu 001; James F. Davis; Panagiotis D. Christofides (ACC, 2011)

Lyapunov-based economic model predictive control of nonlinear systems. - Mohsen Heidarinejad; Jinfeng Liu 001; Panagiotis D. Christofides (ACC, 2011)

Multirate distributed model predictive control of nonlinear systems. - Mohsen Heidarinejad; Jinfeng Liu 001; David Muñoz de la Peña; James F. Davis; Panagiotis D. Christofides (ACC, 2011)

Dependence of film surface roughness on surface migration and lattice size in thin film deposition. - Jianqiao Huang; Gangshi Hu; Gerassimos Orkoulas; Panagiotis D. Christofides (ACC, 2011)

A two-time-scale framework to supervisory predictive control of an integrated wind/solar energy generation and water desalination system. - Wei Qi; Jinfeng Liu 001; Panagiotis D. Christofides (ACC, 2011)

Multivariable model predictive control of thin film surface roughness and slope: Application to a 2D kinetic Monte-Carlo model. - Xinyu Zhang; Gerassimos Orkoulas; Panagiotis D. Christofides (ACC, 2011)

Model predictive control of nonlinear singularly perturbed systems: Application to a reactor-separator process network. - Xianzhong Chen; Mohsen Heidarinejad; Jinfeng Liu 001; David Muñoz de la Peña; Panagiotis D. Christofides (CDC/ECC, 2011)

Economic model predictive control using Lyapunov techniques: Handling asynchronous, delayed measurements and distributed implementation. - Mohsen Heidarinejad; Jinfeng Liu 001; Panagiotis D. Christofides (CDC/ECC, 2011)

Modeling and control of aggregate thin film surface morphology using stochastic PDEs and a patterned deposition rate profile. - Xinyu Zhang; Jianqiao Huang; Gerassimos Orkoulas; Panagiotis D. Christofides (CDC/ECC, 2011)

Supervisory Predictive Control of Standalone Wind/Solar Energy Generation Systems. - Wei Qi; Jinfeng Liu 001; Xianzhong Chen; Panagiotis D. Christofides (IEEE Trans. Control. Syst. Technol., 2011)

Composite fast-slow MPC design for nonlinear singularly perturbed systems: Stability analysis. - Xianzhong Chen; Mohsen Heidarinejad; Jinfeng Liu 001; Panagiotis D. Christofides (ACC, 2012)

Distributed model predictive control of switched nonlinear systems. - Mohsen Heidarinejad; Jinfeng Liu 001; Panagiotis D. Christofides (ACC, 2012)

Predictive control of aggregate surface morphology in a two-stage thin film deposition process for improved light trapping. - Jianqiao Huang; Gerassimos Orkoulas; Panagiotis D. Christofides (ACC, 2012)

Monitoring of low-level PID control loops. - Akradej Leosirikul; David Chilin; Jinfeng Liu 001; James F. Davis; Panagiotis D. Christofides (ACC, 2012)

State-estimation-based economic model predictive control of nonlinear systems. - Mohsen Heidarinejad; Jinfeng Liu 001; Panagiotis D. Christofides (Syst. Control. Lett., 2012)

Iterative Distributed Model Predictive Control of Nonlinear Systems: Handling Asynchronous, Delayed Measurements. - Jinfeng Liu 001; Xianzhong Chen; David Muñoz de la Peña; Panagiotis D. Christofides (IEEE Trans. Autom. Control., 2012)

Supervisory Predictive Control for Long-Term Scheduling of an Integrated Wind/Solar Energy Generation and Water Desalination System. - Wei Qi; Jinfeng Liu 001; Panagiotis D. Christofides (IEEE Trans. Control. Syst. Technol., 2012)

Unifying dynamic economic optimization and model predictive control for optimal process operation. - Matthew J. Ellis; Panagiotis D. Christofides (ACC, 2013)

On fixed-time performance of Lyapunov-based economic model predictive control of nonlinear systems. - Mohsen Heidarinejad; Jinfeng Liu 001; Panagiotis D. Christofides (ACC, 2013)

Porosity control in thin film solar cells: Two-dimensional case. - Jianqiao Huang; Gerassimos Orkoulas; Panagiotis D. Christofides (ACC, 2013)

Proactive fault-tolerant model predictive control: Concept and application. - Liangfeng Lao; Matthew J. Ellis; Panagiotis D. Christofides (ACC, 2013)

Modeling and control of protein crystal shape distribution. - Michael Nayhouse; Joseph Sang-Il Kwon; Gerassimos Orkoulas; Panagiotis D. Christofides (ACC, 2013)

Economic model predictive control of nonlinear two-time-scale systems. - Matthew J. Ellis; Mohsen Heidarinejad; Panagiotis D. Christofides (MED, 2013)

Economic model predictive control of a transport-reaction process. - Liangfeng Lao; Matthew J. Ellis; Panagiotis D. Christofides (MED, 2013)

Distributed model predictive control: A tutorial review and future research directions. - Panagiotis D. Christofides; Riccardo Scattolini; David Muñoz de la Peña; Jinfeng Liu 001 (Comput. Chem. Eng., 2013)

Economic model predictive control of switched nonlinear systems. - Mohsen Heidarinejad; Jinfeng Liu 001; Panagiotis D. Christofides (Syst. Control. Lett., 2013)

Distributed Supervisory Predictive Control of Distributed Wind and Solar Energy Systems. - Wei Qi; Jinfeng Liu 001; Panagiotis D. Christofides (IEEE Trans. Control. Syst. Technol., 2013)

Stabilization of nonlinear sampled-data systems and economic model predictive control application. - Matthew J. Ellis; Iasson Karafyllis; Panagiotis D. Christofides (ACC, 2014)

Economic model predictive control of parabolic PDE systems using empirical eigenfunctions. - Liangfeng Lao; Matthew J. Ellis; Antonios Armaou; Panagiotis D. Christofides (ACC, 2014)

Output feedback economic model predictive control of parabolic PDE systems. - Liangfeng Lao; Matthew J. Ellis; Panagiotis D. Christofides (ACC, 2014)

Control configuration selection for economic model predictive control. - Matthew J. Ellis; Panagiotis D. Christofides (CDC, 2014)

Economic model predictive control of parabolic PDE systems: Handling state constraints by adaptive proper orthogonal decomposition. - Liangfeng Lao; Matthew J. Ellis; Antonios Armaou; Panagiotis D. Christofides (CDC, 2014)

Economic model predictive control of a first-order hyperbolic PDE system. - Liangfeng Lao; Matthew J. Ellis; Panagiotis D. Christofides (CDC, 2014)

On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems. - Matthew J. Ellis; Panagiotis D. Christofides (Autom., 2014)

Robust moving horizon estimation based output feedback economic model predictive control. - Matthew J. Ellis; Jing Zhang; Jinfeng Liu 001; Panagiotis D. Christofides (Syst. Control. Lett., 2014)

Economic model predictive control of nonlinear process systems using multiple empirical models. - Anas Alanqar; Matthew J. Ellis; Panagiotis D. Christofides (ACC, 2015)

Accounting for the control actuator layer in economic model predictive control of nonlinear processes. - Helen Durand; Matthew J. Ellis; Panagiotis D. Christofides (ACC, 2015)

Handling computational delay in economic model predictive control of nonlinear process systems. - Matthew J. Ellis; Panagiotis D. Christofides (ACC, 2015)

Improved postprandial glucose control with a customized Model Predictive Controller. - Mirko Messori; Matthew J. Ellis; Claudio Cobelli; Panagiotis D. Christofides; Lalo Magni (ACC, 2015)

Error-triggered on-line model identification in economic model predictive control. - Anas Alanqar; Helen Durand; Panagiotis D. Christofides (ACC, 2016)

Simultaneous control of safety constraint sets and process economics using economic model predictive control. - Fahad Albalawi; Anas Alanqar; Helen Durand; Panagiotis D. Christofides (ACC, 2016)

Stiction compensation via model predictive control. - Helen Durand; Panagiotis D. Christofides (ACC, 2016)

Economic model predictive control for nonlinear processes incorporating actuator magnitude and rate of change constraints. - Helen Durand; Panagiotis D. Christofides (ACC, 2016)

On closed-loop economic performance under Lyapunov-based economic model predictive control. - Matthew J. Ellis; Panagiotis D. Christofides (ACC, 2016)

Integrating production scheduling and process operation via economic model predictive control. - Anas Alanqar; Helen Durand; Fahad Albalawi; Panagiotis D. Christofides (CDC, 2016)

Elucidation of the role of constraints in economic model predictive control. - Matthew J. Ellis; Helen Durand; Panagiotis D. Christofides (Annu. Rev. Control., 2016)

Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance. - Helen Durand; Matthew J. Ellis; Panagiotis D. Christofides (Comput. Chem. Eng., 2016)

Process safeness index: Its definition and use in economic model predictive control to ensure process operational safety. - Fahad Albalawi; Helen Durand; Anas Alanqar; Panagiotis D. Christofides (ACC, 2017)

Elucidation and compensation of valve stiction-induced oscillations in closed-loop systems. - Helen Durand; Panagiotis D. Christofides (ACC, 2017)

Steam methane reforming furnace temperature balancing via CFD model-based optimization. - Anh Tran; Andres Aguirre; Helen Durand; Marquis Crose; Panagiotis D. Christofides (ACC, 2017)

Process operational safety using model predictive control based on a process Safeness Index. - Fahad Albalawi; Helen Durand; Panagiotis D. Christofides (Comput. Chem. Eng., 2017)

Temperature balancing in steam methane reforming furnace via an integrated CFD/data-based optimization approach. - Anh Tran; Andres Aguirre; Marquis Crose; Helen Durand; Panagiotis D. Christofides (Comput. Chem. Eng., 2017)

Distributed economic model predictive control with Safeness-Index based constraints for nonlinear systems. - Fahad Albalawi; Helen Durand; Panagiotis D. Christofides (Syst. Control. Lett., 2017)

Distributed Economic Model Predictive Control with Safeness-Index Based Constraints of a Nonlinear Chemical Process. - Fahad Albalawi; Helen Durand; Panagiotis D. Christofides (ACC, 2018)

Model Predictive Control of Batch Enantiomer Crystallization Using Ternary Diagram Information. - 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 (ACC, 2018)

Steam Methane Reforming Furnace Temperature Balancing Using Bayesian Model Identification. - Anh Tran; Madeleine Pont; Marquis Crose; Panagiotis D. Christofides (ACC, 2018)

Lyapunov-based Economic Model Predictive Control of Stochastic Nonlinear Systems. - Zhe Wu 004; Junfeng Zhang; Zhihao Zhang; Fahad Albalawi; Helen Durand; Maaz Mahmood; Prashant Mhaskar; Panagiotis D. Christofides (ACC, 2018)

Process operational safety via model predictive control: Recent results and future research directions. - Fahad Albalawi; Helen Durand; Panagiotis D. Christofides (Comput. Chem. Eng., 2018)

Multiscale three-dimensional CFD modeling for PECVD of amorphous silicon thin films. - Marquis Crose; Weiqi Zhang; Anh Tran; Panagiotis D. Christofides (Comput. Chem. Eng., 2018)

Elucidating and handling effects of valve-induced nonlinearities in industrial feedback control loops. - Helen Durand; Robert Parker; Anas Alanqar; Panagiotis D. Christofides (Comput. Chem. Eng., 2018)

Economic Model Predictive Control: Handling Valve Actuator Dynamics and Process Equipment Considerations. - Helen Durand; Panagiotis D. Christofides (Found. Trends Syst. Control., 2018)

Safe economic model predictive control of nonlinear systems. - Zhe Wu 004; Helen Durand; Panagiotis D. Christofides (Syst. Control. Lett., 2018)

Improving Diabetes Conventional Therapy via Machine Learning Modeling. - Eleonora Maria Aiello; Zhe Wu 004; Panagiotis D. Christofides; Chiara Toffanin; Claudio Cobelli; Lalo Magni (ACC, 2019)

On Impact of Unsafe Set Structure in Control Lyapunov-Barrier Function-Based Model Predictive Control. - Zhe Wu 004; Panagiotis D. Christofides (ACC, 2019)

Computational Fluid Dynamics Modeling and Control of Phthalic Anhydride Synthesis in a Fixed-Bed Catalytic Reactor. - Zhe Wu 004; Anh Tran; Yi Ming Ren; Cory S. Barnes; Panagiotis D. Christofides (ACC, 2019)

Integrating Safeness Index-Based Model Predictive Control and Safety Relief Valve Activation for Operational Safety of Chemical Processes. - Zhihao Zhang; Zhe Wu 004; David Rincón 002; Panagiotis D. Christofides (ACC, 2019)

Control Lyapunov-Barrier function-based model predictive control of nonlinear systems. - Zhe Wu 004; Fahad Albalawi; Zhihao Zhang; Junfeng Zhang; Helen Durand; Panagiotis D. Christofides (Autom., 2019)

Operational safety of chemical processes via Safeness-Index based MPC: Two large-scale case studies. - Zhihao Zhang; Zhe Wu 004; David Rincón 002; Carlos Garcia; Panagiotis D. Christofides (Comput. Chem. Eng., 2019)

Control Lyapunov-Barrier Function-Based Predictive Control of Nonlinear Systems Using Machine Learning Models. - Zhe Wu 004; Panagiotis D. Christofides (ACC, 2020)

Incorporating Structural Process Knowledge in Recurrent Neural Network Modeling of Nonlinear Processes. - Zhe Wu 004; David Rincón 002; Panagiotis D. Christofides (ACC, 2020)

Machine Learning-Based Cyber-attack Detection and Resilient Operation via Economic Model Predictive Control for Nonlinear Processes. - Scarlett Chen; Zhe Wu 004; Panagiotis D. Christofides (MED, 2020)

Run-to-Run Control of Thermal Atomic Layer Deposition. - Yichi Zhang; Yangyao Ding; Zhe Wu 004; Panagiotis D. Christofides (MED, 2020)

Cyber-attack detection and resilient operation of nonlinear processes under economic model predictive control. - Scarlett Chen; Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2020)

Computational fluid dynamics-based in-situ sensor analytics of direct metal laser solidification process using machine learning. - Yi Ming Ren; Yichi Zhang; Yangyao Ding; Yongjian Wang; Panagiotis D. Christofides (Comput. Chem. Eng., 2020)

Control Lyapunov-Barrier function-based predictive control of nonlinear processes using machine learning modeling. - Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2020)

Multiscale computational fluid dynamics modeling and reactor design of plasma-enhanced atomic layer deposition. - Yichi Zhang; Yangyao Ding; Panagiotis D. Christofides (Comput. Chem. Eng., 2020)

Intermittent sensor fault detection for stochastic LTV systems with parameter uncertainty and limited resolution. - Junfeng Zhang; Panagiotis D. Christofides; Xiao He 001; Fahad Albalawi; Yinghong Zhao; Donghua Zhou (Int. J. Control, 2020)

Robust detection of intermittent sensor faults in stochastic LTV systems. - Junfeng Zhang; Panagiotis D. Christofides; Xiao He 001; Zhe Wu 004; Yinghong Zhao; Donghua Zhou (Neurocomputing, 2020)

Cyber-Security of Decentralized and Distributed Control Architectures with Machine-Learning Detectors for Nonlinear Processes. - Scarlett Chen; Zhe Wu 004; Panagiotis D. Christofides (ACC, 2021)

Handling Noisy Data in Machine Learning Modeling and Predictive Control of Nonlinear Processes. - Zhe Wu 004; David Rincón 002; Junwei Luo; Panagiotis D. Christofides (ACC, 2021)

Improving Machine Learning Modeling of Nonlinear Processes Under Noisy Data Via Co-teaching Method. - Zhe Wu 004; David Rincón 002; Junwei Luo; Panagiotis D. Christofides (ACC, 2021)

Sparse-identification-based model predictive control of nonlinear two-time-scale processes. - Fahim Abdullah; Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2021)

Machine learning-based modeling and operation of plasma-enhanced atomic layer deposition of hafnium oxide thin films. - Yangyao Ding; Yichi Zhang; Ho Yeon Chung; Panagiotis D. Christofides (Comput. Chem. Eng., 2021)

Integration of feedback control and run-to-run control for plasma enhanced atomic layer deposition of hafnium oxide thin films. - Sungil Yun; Yangyao Ding; Yichi Zhang; Panagiotis D. Christofides (Comput. Chem. Eng., 2021)

Machine-Learning-based Predictive Control of Nonlinear Processes with Uncertainty. - Zhe Wu 004; Aisha Alnajdi; Quanquan Gu; Panagiotis D. Christofides (ACC, 2022)

Handling noisy data in sparse model identification using subsampling and co-teaching. - Fahim Abdullah; Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2022)

Barrier-function-based distributed predictive control for operational safety of nonlinear processes. - Scarlett Chen; Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2022)

Statistical machine-learning-based predictive control using barrier functions for process operational safety. - Scarlett Chen; Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2022)

A tutorial review of neural network modeling approaches for model predictive control. - Yi Ming Ren; Mohammed S. Alhajeri; Junwei Luo; Scarlett Chen; Fahim Abdullah; Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2022)

Machine learning-based run-to-run control of a spatial thermal atomic layer etching reactor. - Matthew Tom; Sungil Yun; Henrik Wang; Feiyang Ou; Gerassimos Orkoulas; Panagiotis D. Christofides (Comput. Chem. Eng., 2022)

Multiscale computational fluid dynamics modeling of spatial thermal atomic layer etching. - Sungil Yun; Matthew Tom; Gerassimos Orkoulas; Panagiotis D. Christofides (Comput. Chem. Eng., 2022)

Multiscale computational fluid dynamics modeling of thermal atomic layer etching: Application to chamber configuration design. - Sungil Yun; Matthew Tom; Feiyang Ou; Gerassimos Orkoulas; Panagiotis D. Christofides (Comput. Chem. Eng., 2022)

Partially-connected recurrent neural network model generalization error: Application to model predictive control of nonlinear processes. - Mohammed S. Alhajeri; Aisha Alnajdi; Fahim Abdullah; Panagiotis D. Christofides (MED, 2023)

Encrypted Model Predictive Control of Nonlinear Systems. - Atharva V. Suryavanshi; Aisha Alnajdi; Mohammed S. Alhajeri; Fahim Abdullah; Panagiotis D. Christofides (MED, 2023)

Cybersecurity in process control, operations, and supply chain. - Sandra Parker; Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2023)

Data-based modeling and control of nonlinear process systems using sparse identification: An overview of recent results. - Fahim Abdullah; Panagiotis D. Christofides (Comput. Chem. Eng., 2023)

Model predictive control of nonlinear processes using neural ordinary differential equation models. - Junwei Luo; Fahim Abdullah; Panagiotis D. Christofides (Comput. Chem. Eng., 2023)

Computational fluid dynamics modeling of a discrete feed atomic layer deposition reactor: Application to reactor design and operation. - Matthew Tom; Henrik Wang; Feiyang Ou; Sungil Yun; Gerassimos Orkoulas; Panagiotis D. Christofides (Comput. Chem. Eng., 2023)

Encrypted Decentralized Model Predictive Control of Nonlinear Processes with Input Delays. - Yash A. Kadakia; Aisha Alnajdi; Fahim Abdullah; Panagiotis D. Christofides (ACC, 2024)

A Two-Tier Encrypted Control Architecture for Enhanced Cybersecurity of Nonlinear Processes. - Yash A. Kadakia; Atharva V. Suryavanshi; Aisha Alnajdi; Fahim Abdullah; Panagiotis D. Christofides (ACC, 2024)

Integrating machine learning detection and encrypted control for enhanced cybersecurity of nonlinear processes. - Yash A. Kadakia; Atharva V. Suryavanshi; Aisha Alnajdi; Fahim Abdullah; Panagiotis D. Christofides (Comput. Chem. Eng., 2024)

Encrypted Machine Learning-Based Model Predictive Control of Nonlinear Systems. - Arthur Khodaverdian; Guoquan Wu; Zhe Wu 004; Panagiotis D. Christofides (ACC, 2025)

Machine Learning-Based Endpoint-Detection Control System for an Atomic Layer Etching Process. - Henrik Wang; Feiyang Ou; Gerassimos Orkoulas; Panagiotis D. Christofides (ACC, 2025)

Encrypted machine learning-based model predictive control architectures for nonlinear systems. - Arthur Khodaverdian; Guoquan Wu; Zhe Wu 004; Panagiotis D. Christofides (Comput. Chem. Eng., 2025)