Matthew Ellis

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 6

Top Topics

Constraint Handling

Predictive Control

Top Venues

Publications

Riccardo Balin, Filippo Simini, Cooper Simpson, Andrew Shao, Alessandro Rigazzi, Matthew Ellis, Stephen Becker, Alireza Doostan, John A. Evans, Kenneth E. Jansen
In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD. CoRR (2023)
Sam Partee, Matthew Ellis, Alessandro Rigazzi, Andrew Shao, Scott Bachman, Gustavo Marques, Benjamin Robbins
Using Machine Learning at scale in numerical simulations with SmartSim: An application to ocean climate modeling. J. Comput. Sci. 62 (2022)
Sam Partee, Matthew Ellis, Alessandro Rigazzi, Scott Bachman, Gustavo Marques, Andrew Shao, Benjamin Robbins
Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling. CoRR (2021)
Matthew Ellis, Panagiotis D. Christofides
On closed-loop economic performance under Lyapunov-based economic model predictive control. ACC (2016)
Helen Durand, Matthew Ellis, Panagiotis D. Christofides
Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance. Comput. Chem. Eng. 92 (2016)
Matthew Ellis, Helen Durand, Panagiotis D. Christofides
Elucidation of the role of constraints in economic model predictive control. Annu. Rev. Control. 41 (2016)
Anas Alanqar, Matthew Ellis, Panagiotis D. Christofides
Economic model predictive control of nonlinear process systems using multiple empirical models. ACC (2015)
Matthew Ellis, Panagiotis D. Christofides
Handling computational delay in economic model predictive control of nonlinear process systems. ACC (2015)
Helen Durand, Matthew Ellis, Panagiotis D. Christofides
Accounting for the control actuator layer in economic model predictive control of nonlinear processes. ACC (2015)
Mirko Messori, Matthew Ellis, Claudio Cobelli, Panagiotis D. Christofides, Lalo Magni
Improved postprandial glucose control with a customized Model Predictive Controller. ACC (2015)
Liangfeng Lao, Matthew Ellis, Antonios Armaou, Panagiotis D. Christofides
Economic model predictive control of parabolic PDE systems: Handling state constraints by adaptive proper orthogonal decomposition. CDC (2014)
Matthew Ellis, Panagiotis D. Christofides
Control configuration selection for economic model predictive control. CDC (2014)
Matthew Ellis, Jing Zhang, Jinfeng Liu, Panagiotis D. Christofides
Robust moving horizon estimation based output feedback economic model predictive control. Syst. Control. Lett. 68 (2014)
Matthew Ellis, Iasson Karafyllis, Panagiotis D. Christofides
Stabilization of nonlinear sampled-data systems and economic model predictive control application. ACC (2014)
Liangfeng Lao, Matthew Ellis, Antonios Armaou, Panagiotis D. Christofides
Economic model predictive control of parabolic PDE systems using empirical eigenfunctions. ACC (2014)
Matthew Ellis, Panagiotis D. Christofides
On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems. Autom. 50 (10) (2014)
Liangfeng Lao, Matthew Ellis, Panagiotis D. Christofides
Economic model predictive control of a first-order hyperbolic PDE system. CDC (2014)
Liangfeng Lao, Matthew Ellis, Panagiotis D. Christofides
Output feedback economic model predictive control of parabolic PDE systems. ACC (2014)
Matthew Ellis, Mohsen Heidarinejad, Panagiotis D. Christofides
Economic model predictive control of nonlinear two-time-scale systems. MED (2013)
Liangfeng Lao, Matthew Ellis, Panagiotis D. Christofides
Proactive fault-tolerant model predictive control: Concept and application. ACC (2013)
Liangfeng Lao, Matthew Ellis, Panagiotis D. Christofides
Economic model predictive control of a transport-reaction process. MED (2013)
Matthew Ellis, Panagiotis D. Christofides
Unifying dynamic economic optimization and model predictive control for optimal process operation. ACC (2013)
Woo Ho Lee, Byoung Hun Kang, Young Seok Oh, Harry E. Stephanou, Arthur C. Sanderson, George Skidmore, Matthew Ellis
Micropeg manipulation with a compliant microgripper. ICRA (2003)