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2020 – today
- 2021
[i1]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 abs/2104.09355 (2021)
2010 – 2019
- 2016
- [j4]Matthew Ellis, Helen Durand, Panagiotis D. Christofides:
Elucidation of the role of constraints in economic model predictive control. Annu. Rev. Control. 41: 208-217 (2016) - [j3]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: 18-36 (2016) - [c16]Matthew Ellis, Panagiotis D. Christofides:
On closed-loop economic performance under Lyapunov-based economic model predictive control. ACC 2016: 1778-1783 - 2015
- [c15]Matthew Ellis, Panagiotis D. Christofides:
Handling computational delay in economic model predictive control of nonlinear process systems. ACC 2015: 2962-2967 - [c14]Helen Durand, Matthew Ellis, Panagiotis D. Christofides:
Accounting for the control actuator layer in economic model predictive control of nonlinear processes. ACC 2015: 2968-2973 - [c13]Anas Alanqar, Matthew Ellis, Panagiotis D. Christofides:
Economic model predictive control of nonlinear process systems using multiple empirical models. ACC 2015: 4953-4958 - [c12]Mirko Messori, Matthew Ellis, Claudio Cobelli, Panagiotis D. Christofides, Lalo Magni:
Improved postprandial glucose control with a customized Model Predictive Controller. ACC 2015: 5108-5115 - 2014
- [j2]Matthew Ellis, Panagiotis D. Christofides:
On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems. Autom. 50(10): 2561-2569 (2014) - [j1]Matthew Ellis, Jing Zhang, Jinfeng Liu, Panagiotis D. Christofides:
Robust moving horizon estimation based output feedback economic model predictive control. Syst. Control. Lett. 68: 101-109 (2014) - [c11]Liangfeng Lao, Matthew Ellis, Panagiotis D. Christofides:
Output feedback economic model predictive control of parabolic PDE systems. ACC 2014: 1655-1660 - [c10]Liangfeng Lao, Matthew Ellis, Antonios Armaou, Panagiotis D. Christofides:
Economic model predictive control of parabolic PDE systems using empirical eigenfunctions. ACC 2014: 3375-3380 - [c9]Matthew Ellis, Iasson Karafyllis, Panagiotis D. Christofides:
Stabilization of nonlinear sampled-data systems and economic model predictive control application. ACC 2014: 5594-5601 - [c8]Liangfeng Lao, Matthew Ellis, Panagiotis D. Christofides:
Economic model predictive control of a first-order hyperbolic PDE system. CDC 2014: 563-570 - [c7]Matthew Ellis, Panagiotis D. Christofides:
Control configuration selection for economic model predictive control. CDC 2014: 789-796 - [c6]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: 2758-2763 - 2013
- [c5]Matthew Ellis, Panagiotis D. Christofides:
Unifying dynamic economic optimization and model predictive control for optimal process operation. ACC 2013: 3135-3140 - [c4]Liangfeng Lao, Matthew Ellis, Panagiotis D. Christofides:
Proactive fault-tolerant model predictive control: Concept and application. ACC 2013: 5140-5145 - [c3]Matthew Ellis, Mohsen Heidarinejad, Panagiotis D. Christofides:
Economic model predictive control of nonlinear two-time-scale systems. MED 2013: 323-328 - [c2]Liangfeng Lao, Matthew Ellis, Panagiotis D. Christofides:
Economic model predictive control of a transport-reaction process. MED 2013: 329-334
2000 – 2009
- 2003
- [c1]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: 3213-3218
Coauthor Index
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