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

Proactive fault-tolerant model predictive control: Concept and application. - Liangfeng Lao; Matthew J. Ellis; 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)

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)

SciClone: Inferring Clonal Architecture and Tracking the Spatial and Temporal Patterns of Tumor Evolution. - Christopher A. Miller 002; Brian S. White; Nathan D. Dees; Malachi Griffith; John S. Welch; Obi L. Griffith; Ravi Vij; Michael H. Tomasson; Timothy A. Graubert; Matthew J. Walter; Matthew J. Ellis; William S. Schierding; et al. (PLoS Comput. Biol., 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)

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

Handling Long Horizons in MPC: A Stochastic Programming Approach. - Ranjeet Kumar; Michael J. Wenzel; Matthew J. Ellis; Mohammad N. ElBsat; Kirk H. Drees; Victor M. Zavala (ACC, 2018)

Hierarchical MPC schemes for periodic systems using stochastic programming. - Ranjeet Kumar; Michael J. Wenzel; Matthew J. Ellis; Mohammad N. ElBsat; Kirk H. Drees; Victor M. Zavala (Autom., 2019)

Formulation of Economic Model Predictive Control to Address System Dynamics over Multiple Time Scales. - Matthew J. Ellis (ACC, 2020)

Machine Learning Enhanced Grey-Box Modeling for Building Thermal Modeling. - Matthew J. Ellis (ACC, 2021)

Controller Switching-Enabled Active Detection of Multiplicative Cyberattacks on Process Control Systems. - Shilpa Narasimhan; Nael H. El-Farra; Matthew J. Ellis (ACC, 2022)

A Reachable Set-Based Cyberattack Detection Scheme for Dynamic Processes. - Shilpa Narasimhan; Nael H. El-Farra; Matthew J. Ellis (ACC, 2023)

Integrating Greenhouse Gas Emissions into Model Predictive Control of Heat Pump Water Heaters. - Loren dela Rosa; Caton Mande; Henry Richardson; Matthew J. Ellis (ACC, 2023)

Optimal Mode Selection of Multi-Functional Heat Pumps with Simultaneous Water Heating and Space Cooling Mode. - Hossein Kalantar-Neyestanaki; Subhrajit Chakraborty; Loren dela Rosa; Matthew J. Ellis (ACC, 2024)

A Set-Based Control Mode Selection Approach for Active Detection of False Data Injection Cyberattacks. - Shilpa Narasimhan; Nael H. El-Farra; Matthew J. Ellis (ACC, 2024)

Impact of Model Mismatch on MPC Performance for Heat Pump Water Heaters. - Loren dela Rosa; Caton Mande; Matthew J. Ellis (ACC, 2024)

Optimizing Hard-to-Place Kidney Allocation: A Machine Learning Approach to Center Ranking. - Sean Berry; Berk Görgülü; Sait Tunç; Mucahit Cevik; Matthew J. Ellis (CoRR, 2024)

Cyberattack-Aware Control Structure Screening for Controller-Actuator False Data Injection Attack Isolation. - Aatam Gajjar; Matthew J. Ellis; Nael H. El-Farra (ACC, 2025)

Retrofitting Heat Pump Control Systems in Residential Buildings with Supervisory Economic MPC. - Hossein Kalantar-Neyestanaki; Loren dela Rosa; Caton Mande; Matthew J. Ellis (ACC, 2025)

Laboratory Testing of Model Predictive Control for Cost and Emissions Reduction of Heat Pump Water Heaters. - Loren dela Rosa; Caton Mande; Fred Meyers; Matthew J. Ellis (ACC, 2025)