Matthew J. Ellis

35 papers C 22Journal 8Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Cyberattack-Aware Control Structure Screening for Controller-Actuator False Data Injection Attack Isolation. ACC Aatam Gajjar, Matthew J. Ellis, Nael H. El-Farra
2025	J	`jnl`	Improving deceased donor kidney utilization: predicting risk of nonuse with interpretable models. Frontiers Artif. Intell. Ruoting Li, Sait Tunç, Osman Y. Özaltin, Matthew J. Ellis
2025	C	`conf`	Laboratory Testing of Model Predictive Control for Cost and Emissions Reduction of Heat Pump Water Heaters. ACC Loren dela Rosa, Caton Mande, Fred Meyers, Matthew J. Ellis
2025	C	`conf`	Retrofitting Heat Pump Control Systems in Residential Buildings with Supervisory Economic MPC. ACC Hossein Kalantar-Neyestanaki, Loren dela Rosa, Caton Mande, Matthew J. Ellis
2024	C	`conf`	A Set-Based Control Mode Selection Approach for Active Detection of False Data Injection Cyberattacks. ACC Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis
2024	C	`conf`	Impact of Model Mismatch on MPC Performance for Heat Pump Water Heaters. ACC Loren dela Rosa, Caton Mande, Matthew J. Ellis
2024	C	`conf`	Optimal Mode Selection of Multi-Functional Heat Pumps with Simultaneous Water Heating and Space Cooling Mode. ACC Hossein Kalantar-Neyestanaki, Subhrajit Chakraborty, Loren dela Rosa, Matthew J. Ellis
2024	J	`jnl`	Optimizing Hard-to-Place Kidney Allocation: A Machine Learning Approach to Center Ranking. CoRR Sean Berry, Berk Görgülü, Sait Tunç, Mucahit Cevik, Matthew J. Ellis
2023	C	`conf`	A Reachable Set-Based Cyberattack Detection Scheme for Dynamic Processes. ACC Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis
2023	C	`conf`	Integrating Greenhouse Gas Emissions into Model Predictive Control of Heat Pump Water Heaters. ACC Loren dela Rosa, Caton Mande, Henry Richardson, Matthew J. Ellis
2022	C	`conf`	Controller Switching-Enabled Active Detection of Multiplicative Cyberattacks on Process Control Systems. ACC Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis
2021	C	`conf`	Machine Learning Enhanced Grey-Box Modeling for Building Thermal Modeling. ACC Matthew J. Ellis
2020	C	`conf`	Formulation of Economic Model Predictive Control to Address System Dynamics over Multiple Time Scales. ACC Matthew J. Ellis
2019	J	`jnl`	Hierarchical MPC schemes for periodic systems using stochastic programming. Autom. Ranjeet Kumar, Michael J. Wenzel, Matthew J. Ellis, Mohammad N. ElBsat, Kirk H. Drees, Victor M. Zavala
2018	C	`conf`	Handling Long Horizons in MPC: A Stochastic Programming Approach. ACC Ranjeet Kumar, Michael J. Wenzel, Matthew J. Ellis, Mohammad N. ElBsat, Kirk H. Drees, Victor M. Zavala
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	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`	On closed-loop economic performance under Lyapunov-based economic model predictive control. ACC Matthew J. Ellis, 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	J	`jnl`	SciClone: Inferring Clonal Architecture and Tracking the Spatial and Temporal Patterns of Tumor Evolution. PLoS Comput. Biol. Christopher A. Miller, 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, John F. DiPersio, Timothy J. Ley, Elaine R. Mardis, Richard K. Wilson, Li Ding
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	—	`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	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