Panagiotis D. Christofides

216 papers C 107Journal 71Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Uniting neural network-based control and model predictive control: Application to a large-scale nonlinear process. Comput. Chem. Eng. Arthur Khodaverdian, Dhruv Gohil, Panagiotis D. Christofides
2025	C	`conf`	Encrypted Machine Learning-Based Model Predictive Control of Nonlinear Systems. ACC Arthur Khodaverdian, Guoquan Wu, Zhe Wu, Panagiotis D. Christofides
2025	J	`jnl`	Encrypted machine learning-based model predictive control architectures for nonlinear systems. Comput. Chem. Eng. Arthur Khodaverdian, Guoquan Wu, Zhe Wu, Panagiotis D. Christofides
2025	C	`conf`	Machine Learning-Based Endpoint-Detection Control System for an Atomic Layer Etching Process. ACC Henrik Wang, Feiyang Ou, Gerassimos Orkoulas, Panagiotis D. Christofides
2025	—	`conf`	Run-to-Run Control of an Atomic Layer Etching Process with a Machine Learning-Based Endpoint-Detection Control System. ECC Feiyang Ou, Henrik Wang, Julius Suherman, Gerassimos Orkoulas, Panagiotis D. Christofides
2024	C	`conf`	A Two-Tier Encrypted Control Architecture for Enhanced Cybersecurity of Nonlinear Processes. ACC Yash A. Kadakia, Atharva V. Suryavanshi, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides
2024	C	`conf`	Encrypted Decentralized Model Predictive Control of Nonlinear Processes with Input Delays. ACC Yash A. Kadakia, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides
2024	J	`jnl`	Integrating machine learning detection and encrypted control for enhanced cybersecurity of nonlinear processes. Comput. Chem. Eng. Yash A. Kadakia, Atharva V. Suryavanshi, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides
2023	J	`jnl`	Computational fluid dynamics modeling of a discrete feed atomic layer deposition reactor: Application to reactor design and operation. Comput. Chem. Eng. Matthew Tom, Henrik Wang, Feiyang Ou, Sungil Yun, Gerassimos Orkoulas, Panagiotis D. Christofides
2023	J	`jnl`	Cybersecurity in process control, operations, and supply chain. Comput. Chem. Eng. Sandra Parker, Zhe Wu, Panagiotis D. Christofides
2023	J	`jnl`	Data-based modeling and control of nonlinear process systems using sparse identification: An overview of recent results. Comput. Chem. Eng. Fahim Abdullah, Panagiotis D. Christofides
2023	—	`conf`	Encrypted Model Predictive Control of Nonlinear Systems. MED Atharva V. Suryavanshi, Aisha Alnajdi, Mohammed S. Alhajeri, Fahim Abdullah, Panagiotis D. Christofides
2023	J	`jnl`	Model predictive control of nonlinear processes using neural ordinary differential equation models. Comput. Chem. Eng. Junwei Luo, Fahim Abdullah, Panagiotis D. Christofides
2023	—	`conf`	Partially-connected recurrent neural network model generalization error: Application to model predictive control of nonlinear processes. MED Mohammed S. Alhajeri, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides
2022	J	`jnl`	A tutorial review of neural network modeling approaches for model predictive control. Comput. Chem. Eng. Yi Ming Ren, Mohammed S. Alhajeri, Junwei Luo, Scarlett Chen, Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
2022	J	`jnl`	Barrier-function-based distributed predictive control for operational safety of nonlinear processes. Comput. Chem. Eng. Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2022	J	`jnl`	Handling noisy data in sparse model identification using subsampling and co-teaching. Comput. Chem. Eng. Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
2022	J	`jnl`	Machine learning-based run-to-run control of a spatial thermal atomic layer etching reactor. Comput. Chem. Eng. Matthew Tom, Sungil Yun, Henrik Wang, Feiyang Ou, Gerassimos Orkoulas, Panagiotis D. Christofides
2022	C	`conf`	Machine-Learning-based Predictive Control of Nonlinear Processes with Uncertainty. ACC Zhe Wu, Aisha Alnajdi, Quanquan Gu, Panagiotis D. Christofides
2022	J	`jnl`	Multiscale computational fluid dynamics modeling of spatial thermal atomic layer etching. Comput. Chem. Eng. Sungil Yun, Matthew Tom, Gerassimos Orkoulas, Panagiotis D. Christofides
2022	J	`jnl`	Multiscale computational fluid dynamics modeling of thermal atomic layer etching: Application to chamber configuration design. Comput. Chem. Eng. Sungil Yun, Matthew Tom, Feiyang Ou, Gerassimos Orkoulas, Panagiotis D. Christofides
2022	J	`jnl`	Statistical machine-learning-based predictive control using barrier functions for process operational safety. Comput. Chem. Eng. Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2021	C	`conf`	Cyber-Security of Decentralized and Distributed Control Architectures with Machine-Learning Detectors for Nonlinear Processes. ACC Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2021	C	`conf`	Handling Noisy Data in Machine Learning Modeling and Predictive Control of Nonlinear Processes. ACC Zhe Wu, David Rincón, Junwei Luo, Panagiotis D. Christofides
2021	C	`conf`	Improving Machine Learning Modeling of Nonlinear Processes Under Noisy Data Via Co-teaching Method. ACC Zhe Wu, David Rincón, Junwei Luo, Panagiotis D. Christofides
2021	J	`jnl`	Integration of feedback control and run-to-run control for plasma enhanced atomic layer deposition of hafnium oxide thin films. Comput. Chem. Eng. Sungil Yun, Yangyao Ding, Yichi Zhang, Panagiotis D. Christofides
2021	J	`jnl`	Machine learning-based modeling and operation of plasma-enhanced atomic layer deposition of hafnium oxide thin films. Comput. Chem. Eng. Yangyao Ding, Yichi Zhang, Ho Yeon Chung, Panagiotis D. Christofides
2021	J	`jnl`	Sparse-identification-based model predictive control of nonlinear two-time-scale processes. Comput. Chem. Eng. Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
2020	J	`jnl`	Computational fluid dynamics-based in-situ sensor analytics of direct metal laser solidification process using machine learning. Comput. Chem. Eng. Yi Ming Ren, Yichi Zhang, Yangyao Ding, Yongjian Wang, Panagiotis D. Christofides
2020	C	`conf`	Control Lyapunov-Barrier Function-Based Predictive Control of Nonlinear Systems Using Machine Learning Models. ACC Zhe Wu, Panagiotis D. Christofides
2020	J	`jnl`	Control Lyapunov-Barrier function-based predictive control of nonlinear processes using machine learning modeling. Comput. Chem. Eng. Zhe Wu, Panagiotis D. Christofides
2020	J	`jnl`	Cyber-attack detection and resilient operation of nonlinear processes under economic model predictive control. Comput. Chem. Eng. Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2020	C	`conf`	Incorporating Structural Process Knowledge in Recurrent Neural Network Modeling of Nonlinear Processes. ACC Zhe Wu, David Rincón, Panagiotis D. Christofides
2020	J	`jnl`	Intermittent sensor fault detection for stochastic LTV systems with parameter uncertainty and limited resolution. Int. J. Control Junfeng Zhang, Panagiotis D. Christofides, Xiao He, Fahad Albalawi, Yinghong Zhao, Donghua Zhou
2020	—	`conf`	Machine Learning-Based Cyber-attack Detection and Resilient Operation via Economic Model Predictive Control for Nonlinear Processes. MED Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2020	J	`jnl`	Multiscale computational fluid dynamics modeling and reactor design of plasma-enhanced atomic layer deposition. Comput. Chem. Eng. Yichi Zhang, Yangyao Ding, Panagiotis D. Christofides
2020	J	`jnl`	Robust detection of intermittent sensor faults in stochastic LTV systems. Neurocomputing Junfeng Zhang, Panagiotis D. Christofides, Xiao He, Zhe Wu, Yinghong Zhao, Donghua Zhou
2020	—	`conf`	Run-to-Run Control of Thermal Atomic Layer Deposition. MED Yichi Zhang, Yangyao Ding, Zhe Wu, Panagiotis D. Christofides
2019	C	`conf`	Computational Fluid Dynamics Modeling and Control of Phthalic Anhydride Synthesis in a Fixed-Bed Catalytic Reactor. ACC Zhe Wu, Anh Tran, Yi Ming Ren, Cory S. Barnes, Panagiotis D. Christofides
2019	J	`jnl`	Control Lyapunov-Barrier function-based model predictive control of nonlinear systems. Autom. Zhe Wu, Fahad Albalawi, Zhihao Zhang, Junfeng Zhang, Helen Durand, Panagiotis D. Christofides
2019	C	`conf`	Improving Diabetes Conventional Therapy via Machine Learning Modeling. ACC Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni
2019	C	`conf`	Integrating Safeness Index-Based Model Predictive Control and Safety Relief Valve Activation for Operational Safety of Chemical Processes. ACC Zhihao Zhang, Zhe Wu, David Rincón, Panagiotis D. Christofides
2019	C	`conf`	On Impact of Unsafe Set Structure in Control Lyapunov-Barrier Function-Based Model Predictive Control. ACC Zhe Wu, Panagiotis D. Christofides
2019	J	`jnl`	Operational safety of chemical processes via Safeness-Index based MPC: Two large-scale case studies. Comput. Chem. Eng. Zhihao Zhang, Zhe Wu, David Rincón, Carlos Garcia, Panagiotis D. Christofides
2018	C	`conf`	Control Lyapunov-Barrier Function-Based Model Predictive Control of Nonlinear Systems. ACC Zhe Wu, Fahad Albalawi, Zhihao Zhang, Junfeng Zhang, Helen Durand, Panagiotis D. Christofides
2018	C	`conf`	Distributed Economic Model Predictive Control with Safeness-Index Based Constraints of a Nonlinear Chemical Process. ACC Fahad Albalawi, Helen Durand, Panagiotis D. Christofides
2018	J	`jnl`	Economic Model Predictive Control: Handling Valve Actuator Dynamics and Process Equipment Considerations. Found. Trends Syst. Control. Helen Durand, Panagiotis D. Christofides
2018	J	`jnl`	Elucidating and handling effects of valve-induced nonlinearities in industrial feedback control loops. Comput. Chem. Eng. Helen Durand, Robert Parker, Anas Alanqar, Panagiotis D. Christofides
2018	C	`conf`	Lyapunov-based Economic Model Predictive Control of Stochastic Nonlinear Systems. ACC Zhe Wu, Junfeng Zhang, Zhihao Zhang, Fahad Albalawi, Helen Durand, Maaz Mahmood, Prashant Mhaskar, Panagiotis D. Christofides
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	J	`jnl`	Multiscale three-dimensional CFD modeling for PECVD of amorphous silicon thin films. Comput. Chem. Eng. Marquis Crose, Weiqi Zhang, Anh Tran, Panagiotis D. Christofides
2018	J	`jnl`	Process operational safety via model predictive control: Recent results and future research directions. Comput. Chem. Eng. Fahad Albalawi, Helen Durand, Panagiotis D. Christofides
2018	J	`jnl`	Safe economic model predictive control of nonlinear systems. Syst. Control. Lett. Zhe Wu, Helen Durand, Panagiotis D. Christofides
2018	C	`conf`	Steam Methane Reforming Furnace Temperature Balancing Using Bayesian Model Identification. ACC Anh Tran, Madeleine Pont, Marquis Crose, Panagiotis D. Christofides
2017	J	`jnl`	Distributed economic model predictive control with Safeness-Index based constraints for nonlinear systems. Syst. Control. Lett. Fahad Albalawi, Helen Durand, Panagiotis D. Christofides
2017	C	`conf`	Elucidation and compensation of valve stiction-induced oscillations in closed-loop systems. ACC Helen Durand, Panagiotis D. Christofides
2017	J	`jnl`	Process operational safety using model predictive control based on a process Safeness Index. Comput. Chem. Eng. Fahad Albalawi, Helen Durand, Panagiotis D. Christofides
2017	C	`conf`	Process safeness index: Its definition and use in economic model predictive control to ensure process operational safety. ACC Fahad Albalawi, Helen Durand, Anas Alanqar, Panagiotis D. Christofides
2017	C	`conf`	Steam methane reforming furnace temperature balancing via CFD model-based optimization. ACC Anh Tran, Andres Aguirre, Helen Durand, Marquis Crose, Panagiotis D. Christofides
2017	J	`jnl`	Temperature balancing in steam methane reforming furnace via an integrated CFD/data-based optimization approach. Comput. Chem. Eng. Anh Tran, Andres Aguirre, Marquis Crose, Helen Durand, Panagiotis D. Christofides
2016	J	`jnl`	Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance. Comput. Chem. Eng. Helen Durand, Matthew J. Ellis, Panagiotis D. Christofides
2016	C	`conf`	Economic model predictive control for nonlinear processes incorporating actuator magnitude and rate of change constraints. ACC Helen Durand, Panagiotis D. Christofides
2016	J	`jnl`	Elucidation of the role of constraints in economic model predictive control. Annu. Rev. Control. Matthew J. Ellis, Helen Durand, Panagiotis D. Christofides
2016	C	`conf`	Error-triggered on-line model identification in economic model predictive control. ACC Anas Alanqar, Helen Durand, Panagiotis D. Christofides
2016	—	`conf`	Integrating production scheduling and process operation via economic model predictive control. CDC Anas Alanqar, Helen Durand, Fahad Albalawi, Panagiotis D. Christofides
2016	C	`conf`	On closed-loop economic performance under Lyapunov-based economic model predictive control. ACC Matthew J. Ellis, Panagiotis D. Christofides
2016	C	`conf`	Simultaneous control of safety constraint sets and process economics using economic model predictive control. ACC Fahad Albalawi, Anas Alanqar, Helen Durand, Panagiotis D. Christofides
2016	C	`conf`	Stiction compensation via model predictive control. ACC Helen Durand, Panagiotis D. Christofides
2015	C	`conf`	Accounting for the control actuator layer in economic model predictive control of nonlinear processes. ACC Helen Durand, Matthew J. Ellis, Panagiotis D. Christofides
2015	C	`conf`	Economic model predictive control of nonlinear process systems using multiple empirical models. ACC Anas Alanqar, Matthew J. Ellis, Panagiotis D. Christofides
2015	C	`conf`	Handling computational delay in economic model predictive control of nonlinear process systems. ACC Matthew J. Ellis, Panagiotis D. Christofides
2015	C	`conf`	Improved postprandial glucose control with a customized Model Predictive Controller. ACC Mirko Messori, Matthew J. Ellis, Claudio Cobelli, Panagiotis D. Christofides, Lalo Magni
2014	—	`conf`	Control configuration selection for economic model predictive control. CDC Matthew J. Ellis, Panagiotis D. Christofides
2014	—	`conf`	Economic model predictive control of a first-order hyperbolic PDE system. CDC Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides
2014	C	`conf`	Economic model predictive control of parabolic PDE systems using empirical eigenfunctions. ACC Liangfeng Lao, Matthew J. Ellis, Antonios Armaou, Panagiotis D. Christofides
2014	—	`conf`	Economic model predictive control of parabolic PDE systems: Handling state constraints by adaptive proper orthogonal decomposition. CDC Liangfeng Lao, Matthew J. Ellis, Antonios Armaou, Panagiotis D. Christofides
2014	J	`jnl`	On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems. Autom. Matthew J. Ellis, Panagiotis D. Christofides
2014	C	`conf`	Output feedback economic model predictive control of parabolic PDE systems. ACC Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides
2014	J	`jnl`	Robust moving horizon estimation based output feedback economic model predictive control. Syst. Control. Lett. Matthew J. Ellis, Jing Zhang, Jinfeng Liu, Panagiotis D. Christofides
2014	C	`conf`	Stabilization of nonlinear sampled-data systems and economic model predictive control application. ACC Matthew J. Ellis, Iasson Karafyllis, Panagiotis D. Christofides
2013	J	`jnl`	Distributed Supervisory Predictive Control of Distributed Wind and Solar Energy Systems. IEEE Trans. Control. Syst. Technol. Wei Qi, Jinfeng Liu, Panagiotis D. Christofides
2013	J	`jnl`	Distributed model predictive control: A tutorial review and future research directions. Comput. Chem. Eng. Panagiotis D. Christofides, Riccardo Scattolini, David Muñoz de la Peña, Jinfeng Liu
2013	—	`conf`	Economic model predictive control of a transport-reaction process. MED Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides
2013	—	`conf`	Economic model predictive control of nonlinear two-time-scale systems. MED Matthew J. Ellis, Mohsen Heidarinejad, Panagiotis D. Christofides
2013	J	`jnl`	Economic model predictive control of switched nonlinear systems. Syst. Control. Lett. Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
2013	C	`conf`	Modeling and control of protein crystal shape distribution. ACC Michael Nayhouse, Joseph Sang-Il Kwon, Gerassimos Orkoulas, Panagiotis D. Christofides
2013	C	`conf`	On fixed-time performance of Lyapunov-based economic model predictive control of nonlinear systems. ACC Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
2013	C	`conf`	Porosity control in thin film solar cells: Two-dimensional case. ACC Jianqiao Huang, Gerassimos Orkoulas, Panagiotis D. Christofides
2013	C	`conf`	Proactive fault-tolerant model predictive control: Concept and application. ACC Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides
2013	C	`conf`	Unifying dynamic economic optimization and model predictive control for optimal process operation. ACC Matthew J. Ellis, Panagiotis D. Christofides
2012	C	`conf`	Composite fast-slow MPC design for nonlinear singularly perturbed systems: Stability analysis. ACC Xianzhong Chen, Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
2012	C	`conf`	Distributed model predictive control of switched nonlinear systems. ACC Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
2012	J	`jnl`	Iterative Distributed Model Predictive Control of Nonlinear Systems: Handling Asynchronous, Delayed Measurements. IEEE Trans. Autom. Control. Jinfeng Liu, Xianzhong Chen, David Muñoz de la Peña, Panagiotis D. Christofides
2012	C	`conf`	Monitoring of low-level PID control loops. ACC Akradej Leosirikul, David Chilin, Jinfeng Liu, James F. Davis, Panagiotis D. Christofides
2012	C	`conf`	Predictive control of aggregate surface morphology in a two-stage thin film deposition process for improved light trapping. ACC Jianqiao Huang, Gerassimos Orkoulas, Panagiotis D. Christofides
2012	J	`jnl`	State-estimation-based economic model predictive control of nonlinear systems. Syst. Control. Lett. Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
2012	J	`jnl`	Supervisory Predictive Control for Long-Term Scheduling of an Integrated Wind/Solar Energy Generation and Water Desalination System. IEEE Trans. Control. Syst. Technol. Wei Qi, Jinfeng Liu, Panagiotis D. Christofides
2011	C	`conf`	A two-time-scale framework to supervisory predictive control of an integrated wind/solar energy generation and water desalination system. ACC Wei Qi, Jinfeng Liu, Panagiotis D. Christofides
2011	C	`conf`	Data-based monitoring and reconfiguration of a distributed model predictive control system. ACC David Chilin, Jinfeng Liu, James F. Davis, Panagiotis D. Christofides
2011	C	`conf`	Dependence of film surface roughness on surface migration and lattice size in thin film deposition. ACC Jianqiao Huang, Gangshi Hu, Gerassimos Orkoulas, Panagiotis D. Christofides
2011	—	`conf`	Economic model predictive control using Lyapunov techniques: Handling asynchronous, delayed measurements and distributed implementation. CDC/ECC Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
2011	C	`conf`	Lyapunov-based economic model predictive control of nonlinear systems. ACC Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
2011	—	`conf`	Model predictive control of nonlinear singularly perturbed systems: Application to a reactor-separator process network. CDC/ECC Xianzhong Chen, Mohsen Heidarinejad, Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides
2011	—	`conf`	Modeling and control of aggregate thin film surface morphology using stochastic PDEs and a patterned deposition rate profile. CDC/ECC Xinyu Zhang, Jianqiao Huang, Gerassimos Orkoulas, Panagiotis D. Christofides
2011	C	`conf`	Multirate distributed model predictive control of nonlinear systems. ACC Mohsen Heidarinejad, Jinfeng Liu, David Muñoz de la Peña, James F. Davis, Panagiotis D. Christofides
2011	C	`conf`	Multivariable model predictive control of thin film surface roughness and slope: Application to a 2D kinetic Monte-Carlo model. ACC Xinyu Zhang, Gerassimos Orkoulas, Panagiotis D. Christofides
2011	J	`jnl`	Supervisory Predictive Control of Standalone Wind/Solar Energy Generation Systems. IEEE Trans. Control. Syst. Technol. Wei Qi, Jinfeng Liu, Xianzhong Chen, Panagiotis D. Christofides
2010	J	`jnl`	A two-tier control architecture for nonlinear process systems with continuous/asynchronous feedback. Int. J. Control Jinfeng Liu, David Muñoz de la Peña, Benjamin James Ohran, Panagiotis D. Christofides, James F. Davis
2010	J	`jnl`	Distributed model predictive control of nonlinear systems subject to asynchronous and delayed measurements. Autom. Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides
2010	—	`conf`	Iterative distributed model predictive control of nonlinear systems: Handling delayed measurements. CDC Jinfeng Liu, Xianzhong Chen, David Muñoz de la Peña, Panagiotis D. Christofides
2010	C	`conf`	Minimizing energy consumption in reverse osmosis membrane desalination using optimization-based control. ACC Alex R. Bartman, Aihua Zhu, Panagiotis D. Christofides, Yoram Cohen
2010	C	`conf`	Monitoring and handling of actuator faults in a distributed model predictive control system. ACC David Chilin, Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis
2010	C	`conf`	Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. Part I: Theory. ACC Jinfeng Liu, Xianzhong Chen, David Muñoz de la Peña, Panagiotis D. Christofides
2010	C	`conf`	Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. Part II: Application to a catalytic alkylation of benzene process. ACC Jinfeng Liu, Xianzhong Chen, David Muñoz de la Peña, Panagiotis D. Christofides
2010	—	`conf`	Simultaneous regulation of thin film surface mean slope and roughness for light trapping optimization using predictive control. CDC Xinyu Zhang, Gangshi Hu, Gerassimos Orkoulas, Panagiotis D. Christofides
2009	C	`conf`	A two-tier control architecture for nonlinear process systems with continuous/asynchronous feedback. ACC Jinfeng Liu, David Muñoz de la Peña, Benjamin James Ohran, Panagiotis D. Christofides, James F. Davis
2009	—	`conf`	Distributed model predictive control of nonlinear systems subject to delayed measurements. CDC Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides
2009	C	`conf`	Distributed model predictive control of nonlinear systems with input constraints. ACC Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides
2009	C	`conf`	Fault detection and isolation of a polyethylene reactor using asynchronous measurements. ACC Charles McFall, David Muñoz de la Peña, Benjamin James Ohran, Panagiotis D. Christofides, James F. Davis
2009	C	`conf`	Model predictive control of feed flow reversal in a reverse osmosis desalination process. ACC Alex R. Bartman, Charles McFall, Panagiotis D. Christofides, Yoram Cohen
2009	C	`conf`	Model predictive control of film porosity in thin film deposition. ACC Gangshi Hu, Gerassimos Orkoulas, Panagiotis D. Christofides
2009	C	`conf`	Model predictive control of nonlinear stochastic PDEs: Application to a sputtering process. ACC Yiming Lou, Gangshi Hu, Panagiotis D. Christofides
2009	—	`conf`	Networked monitoring and fault-tolerant control of nonlinear process systems. CDC Benjamin James Ohran, Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis
2009	—	`conf`	Simultaneous regulation of film thickness, surface roughness and porosity in a multiscale thin film growth process. CDC Gangshi Hu, Xinyu Zhang, Gerassimos Orkoulas, Panagiotis D. Christofides
2009	C	`conf`	Stochastic modeling of film porosity in thin film deposition. ACC Gangshi Hu, Gerassimos Orkoulas, Panagiotis D. Christofides
2008	—	`book`	Control and Optimization of Multiscale Process Systems. Panagiotis D. Christofides, Antonios Armaou, Yiming Lou, Amit Varshney
2008	C	`conf`	Control of a reverse osmosis desalination process at high recovery. ACC Charles W. McFall, Alex R. Bartman, Panagiotis D. Christofides, Yoram Cohen
2008	C	`conf`	Controller enhanced fault detection and isolation in a reactor-separator system. ACC Benjamin James Ohran, Johnny Rau, Panagiotis D. Christofides, James F. Davis
2008	C	`conf`	Dynamic output feedback covariance control of linear stochastic dissipative partial differential equations. ACC Gangshi Hu, Yiming Lou, Panagiotis D. Christofides
2008	C	`conf`	Enhancing data-based fault isolation through nonlinear control: Application to a polyethylene reactor. ACC Benjamin James Ohran, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis
2008	J	`jnl`	Isolation and handling of actuator faults in nonlinear systems. Autom. Prashant Mhaskar, Charles McFall, Adiwinata Gani, Panagiotis D. Christofides, James F. Davis
2008	J	`jnl`	Lyapunov-Based Model Predictive Control of Nonlinear Systems Subject to Data Losses. IEEE Trans. Autom. Control. David Muñoz de la Peña, Panagiotis D. Christofides
2008	—	`conf`	Lyapunov-based model predictive control of nonlinear systems subject to time-varying measurement delays. CDC Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis
2008	C	`conf`	Lyapunov-based model predictive control of particulate processes subject to asynchronous measurements. ACC Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis
2008	J	`jnl`	Optimal control of diffusion-convection-reaction processes using reduced-order models. Comput. Chem. Eng. Mingheng Li, Panagiotis D. Christofides
2008	C	`conf`	Optimal mechano-electric stabilization of cardiac alternans. ACC Stevan Dubljevic, Panagiotis D. Christofides
2008	J	`jnl`	Output feedback control of nonlinear systems subject to sensor data losses. Syst. Control. Lett. David Muñoz de la Peña, Panagiotis D. Christofides
2008	J	`jnl`	Stability of nonlinear asynchronous systems. Syst. Control. Lett. David Muñoz de la Peña, Panagiotis D. Christofides
2008	J	`jnl`	Studies on feedback control of cardiac alternans. Comput. Chem. Eng. Stevan Dubljevic, Shien-Fong Lin, Panagiotis D. Christofides
2007	C	`conf`	An Input/Output Approach to the Optimal Transition Control of a Class of Distributed Chemical Reactors. ACC Mingheng Li, Panagiotis D. Christofides
2007	—	`conf`	Control configuration selection and distributed nonlinear control of surface roughness in a sputtering process. CDC Yiming Lou, Gangshi Hu, Panagiotis D. Christofides
2007	C	`conf`	Control of a Polyethylene Reactor: Handling Sensor Faults. ACC Adiwinata Gani, Prashant Mhaskar, Panagiotis D. Christofides
2007	C	`conf`	Lyapunov-based Model Predictive Control of Nonlinear Systems Subject to Data Losses. ACC David Muñoz de la Peña, Panagiotis D. Christofides
2007	—	`conf`	Model-based control of nonlinear systems subject to sensor data losses: A chemical process case study. CDC David Muñoz de la Peña, Panagiotis D. Christofides
2007	C	`conf`	Output Feedback Control of Nonlinear Systems Subject to Sensor Data Losses. ACC David Muñoz de la Peña, Panagiotis D. Christofides
2007	C	`conf`	Predictive Control of Switched Nonlinear Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints. ACC Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2007	—	`conf`	Stability of nonlinear asynchronous systems. CDC David Muñoz de la Peña, Panagiotis D. Christofides
2006	C	`conf`	Boundary predictive control of parabolic PDEs. ACC Stevan Dubljevic, Panagiotis D. Christofides
2006	J	`jnl`	Control and optimization of multiscale process systems. Comput. Chem. Eng. Panagiotis D. Christofides, Antonios Armaou
2006	C	`conf`	Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness. ACC Prashant Mhaskar, Adiwinata Gani, Panagiotis D. Christofides
2006	—	`conf`	Fault-Tolerant Control of Nonlinear Systems Subject to Sensor Data Losses. CDC Prashant Mhaskar, Adiwinata Gani, Charles McFall, Panagiotis D. Christofides, James F. Davis
2006	C	`conf`	Fault-tolerant control of a polyethylene reactor. ACC Adiwinata Gani, Prashant Mhaskar, Panagiotis D. Christofides
2006	C	`conf`	Fault-tolerant control of nonlinear systems: fault-detection and isolation and controller reconfiguration. ACC Prashant Mhaskar, Charles McFall, Adiwinata Gani, Panagiotis D. Christofides, James F. Davis
2006	—	`conf`	Nonlinear Feedback Control of Surface Roughness Using a Stochastic PDE. CDC Yiming Lou, Panagiotis D. Christofides
2006	—	`conf`	Predictive Control of Infinite Dimensional Systems. CDC Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2006	C	`conf`	Predictive output feedback control of parabolic PDEs. ACC Stevan Dubljevic, Panagiotis D. Christofides
2006	J	`jnl`	Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. Syst. Control. Lett. Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	C	`conf`	A switched systems approach for the analysis and control of mode transitions in biological networks. ACC Nael H. El-Farra, Adiwinata Gani, Panagiotis D. Christofides
2005	C	`conf`	Autonomous Machines: Racing to Win the DARPA Grand Challenge. ACC Panagiotis D. Christofides
2005	C	`conf`	Construction of stochastic PDEs for feedback control of surface roughness in thin film deposition. ACC Dong Ni, Panagiotis D. Christofides
2005	J	`jnl`	Control of Multiscale and Distributed Process Systems. Comput. Chem. Eng. Panagiotis D. Christofides, Antonios Armaou
2005	J	`jnl`	Control of flow over a cylinder using rotational oscillations. Comput. Chem. Eng. Prasenjit Ray, Panagiotis D. Christofides
2005	C	`conf`	Control of nonlinear distributed process systems. ACC Panagiotis D. Christofides
2005	J	`jnl`	Feedback control of surface roughness in sputtering processes using the stochastic Kuramoto-Sivashinsky equation. Comput. Chem. Eng. Yiming Lou, Panagiotis D. Christofides
2005	C	`conf`	Multivariable predictive control of thin film deposition using a stochastic PDE model. ACC Dong Ni, Panagiotis D. Christofides
2005	C	`conf`	Output feedback control of switched nonlinear systems using multiple Lyapunov functions. ACC Nael H. EI-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2005	J	`jnl`	Output feedback control of switched nonlinear systems using multiple Lyapunov functions. Syst. Control. Lett. Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2005	C	`conf`	Predictive control of diffusion-reaction processes. ACC Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	C	`conf`	Predictive control of particle size distribution in protein crystallization. ACC Dan Shi, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	J	`jnl`	Predictive control of switched nonlinear systems with scheduled mode transitions. IEEE Trans. Autom. Control. Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	J	`jnl`	Predictive control of transport-reaction processes. Comput. Chem. Eng. Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	J	`jnl`	Robust hybrid predictive control of nonlinear systems. Autom. Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	C	`conf`	Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. ACC Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2004	C	`conf`	A hybrid predictive control approach for output feedback stabilization of constrained linear systems. ACC Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2004	C	`conf`	A method for PID controller tuning using nonlinear control techniques. ACC Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2004	J	`jnl`	Coordinating feedback and switching for control of spatially distributed processes. Comput. Chem. Eng. Nael H. El-Farra, Panagiotis D. Christofides
2004	J	`jnl`	Feedback control of surface roughness of GaAs (0 0 1) thin films using kinetic Monte Carlo models. Comput. Chem. Eng. Yiming Lou, Panagiotis D. Christofides
2004	C	`conf`	Feedback control of surface roughness of GaAs [001] thin films using kinetic Monte-Carlo models. ACC Yiming Lou, Panagiotis D. Christofides
2004	—	`conf`	Feedback control of surface roughness using the linearized stochastic Kuramoto-Sivashinsky equation. CDC Yiming Lou, Panagiotis D. Christofides
2004	C	`conf`	Predictive control of parabolic PDEs with state and control constraints. ACC Stevan Dubljevic, Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2004	C	`conf`	Stabilization of switched nonlinear systems using predictive control. ACC Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2004	J	`jnl`	Uniting bounded control and MPC for stabilization of constrained linear systems. Autom. Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2003	C	`conf`	A method for real-time control of thin film composition using OES and XPS. ACC Dong Ni, Yiming Lou, Panagiotis D. Christofides, Lin Sha, Sandy Lao, Jane P. Chang
2003	J	`jnl`	Analysis and control of parabolic PDE systems with input constraints. Autom. Nael H. El-Farra, Antonios Armaou, Panagiotis D. Christofides
2003	C	`conf`	Computation of empirical eigenfunctions and order reduction for control of time-dependent parabolic PDEs. ACC Antonios Armaou, Stevan Dubljevic, Panagiotis D. Christofides
2003	C	`conf`	Distributed nonlinear control of diffusion-reaction processes. ACC Stevan Dubljevic, Panagiotis D. Christofides, Ioannis G. Kevrekidis
2003	J	`jnl`	Fault-tolerant control of fluid dynamic systems via coordinated feedback and switching. Comput. Chem. Eng. Nael H. El-Farra, Yiming Lou, Panagiotis D. Christofides
2003	—	`conf`	Feedback control of growth rate and surface roughness in thin film growth. CDC Yiming Lou, Panagiotis D. Christofides
2003	—	`conf`	Hybrid Control of Parabolic PDEs: Handling Faults of Constrained Control Actuators. HSCC Nael H. El-Farra, Panagiotis D. Christofides
2003	C	`conf`	Hybrid control: a paradigm for implementing control to nonlinear systems with guaranteed stability regions. ACC Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2003	C	`conf`	Modeling and control of an experimental HVOF thermal spray process. ACC Mingheng Li, Dan Shi, Panagiotis D. Christofides
2003	J	`jnl`	Optimal actuator/sensor placement for nonlinear control of the Kuramoto-Sivashinsky equation. IEEE Trans. Control. Syst. Technol. Yiming Lou, Panagiotis D. Christofides
2002	—	`conf`	Computational modeling of nitric oxide transport and consumption in blood vessels. CDC Nael H. El-Farra, Panagiotis D. Christofides, James C. Liao
2002	C	`conf`	Dynamic optimization of dissipative PDE systems using empirical eigenfunctions. ACC Antonios Armaou, Panagiotis D. Christofides
2002	—	`conf`	Dynamic optimization of dissipative PDE systems using nonlinear order reduction. CDC Antonios Armaou, Panagiotis D. Christofides
2002	—	`conf`	Estimation and control of surface roughness in thin film growth using kinetic Monte-Carlo models. CDC Yiming Lou, Panagiotis D. Christofides
2002	C	`conf`	Feedback control of nanostructured coatings processing accounting for powder size distribution. ACC Mingheng Li, Panagiotis D. Christofides
2002	—	`conf`	Hybrid control of parabolic PDE systems. CDC Nael H. El-Farra, Panagiotis D. Christofides
2002	C	`conf`	Optimal actuator/sensor placement for nonlinear control of the Kuramoto-Sivashinsky equation. ACC Yiming Lou, Panagiotis D. Christofides
2002	—	`conf`	Switching and Feedback Laws for Control of Constrained Switched Nonlinear Systems. HSCC Nael H. El-Farra, Panagiotis D. Christofides
2002	C	`conf`	Uniting bounded control and MPC for stabilization of constrained linear systems. ACC Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2001	C	`conf`	Bounded output feedback control of the Kuramoto-Sivashinsky equation with input constraints. ACC Antonios Armaou, Panagiotis D. Christofides
2001	—	`conf`	Bounded robust control of constrained multivariable systems. CDC Nael H. El-Farra, Panagiotis D. Christofides
2001	—	`conf`	Drag reduction in flow over a flat plate using active feedback control. CDC James Baker, James Myatt, Panagiotis D. Christofides
2001	C	`conf`	Feedback control of switched nonlinear systems using multiple Lyapunov functions. ACC Nael H. El-Farra, Panagiotis D. Christofides
2001	C	`conf`	Integrated optimal actuator placement and robust control of uncertain transport-reaction processes. ACC Charalambos Antoniades, Panagiotis D. Christofides
2001	C	`conf`	Lyapunov-based control: some new results and comparison with MPC. ACC Nael H. El-Farra, Panagiotis D. Christofides
2001	—	`conf`	Output feedback control of parabolic PDE systems with input constraints. CDC Nael H. El-Farra, Antonios Armaou, Panagiotis D. Christofides
2001	J	`jnl`	Robust control of parabolic PDE systems with time-dependent spatial domains. Autom. Antonios Armaou, Panagiotis D. Christofides
2000	C	`conf`	Constrained nonlinear control of parabolic PDE systems. ACC Nael H. El-Farra, Antonios Armaou, Panagiotis D. Christofides
2000	C	`conf`	Drag reduction in incompressible channel flow using electromagnetic forcing. ACC James Baker, Antonios Armaou, Panagiotis D. Christofides
2000	C	`conf`	Nonlinear control of particulate processes with input constraints. ACC Timothy Chiu, Nael H. El-Farra, Panagiotis D. Christofides
2000	C	`conf`	Robust near-optimal output feedback control of nonlinear systems. ACC Nael H. El-Farra, Panagiotis D. Christofides
2000	J	`jnl`	Robust output feedback control of nonlinear singularly perturbed systems. Autom. Panagiotis D. Christofides
1996	J	`jnl`	Compensation of measurable disturbances for two-time-scale nonlinear systems. Autom. Panagiotis D. Christofides, Prodromos Daoutidis
1996	J	`jnl`	Singular perturbations and input-to-state stability. IEEE Trans. Autom. Control. Panagiotis D. Christofides, Andrew R. Teel