Alison Cozad
Title
Cited by
Cited by
Year
Learning surrogate models for simulation‐based optimization
A Cozad, NV Sahinidis, DC Miller
AIChE Journal 60 (6), 2211-2227, 2014
1992014
A combined first-principles and data-driven approach to model building
A Cozad, NV Sahinidis, DC Miller
Computers & Chemical Engineering 73, 116-127, 2015
602015
A global MINLP approach to symbolic regression
A Cozad, NV Sahinidis
Mathematical Programming, 1-23, 2018
112018
Computational tools for accelerating carbon capture process development
D Miller
National Energy Technology Lab.(NETL), Pittsburgh, PA, and Morgantown, WV …, 2013
82013
Automatic learning of algebraic models for optimization
A Cozad, NV Sahinidis, DC Miller
AIChE Journal 60, 2211-2227, 2014
52014
Alamo: Automatic learning of algebraic models for optimization
A Cozad, N Sahinidis, DC Miller
American Institute of Chemical Engineers, 2013 Annual Meeting, San Francisco, 2013
32013
A computational methodology for learning low-complexity surrogate models of process from experiments or simulations
A Cozad, N Sahinidis, D Miller
AIChE Annual Meeting, Minneapolis, 2011
22011
Optimization of power plant simulations with integrated carbon capture systems using black-box algorithms
A Cozad, N Sahinidis, DC Miller
2010 Annual Meeting Conference Proceedings, November, 7-12, 2010
22010
Data-and theory-driven techniques for surrogate-based optimization
A Cozad
Ph. D. thesis, Department of Chemical Engineering, Carnegie Mellon …, 2014
12014
Hydrocarbon processing analysis
A Cozad, WA Docter, JW Evans, NY Gaitonde, JM Righi, JD Terry, ...
US Patent 10,353,353, 2019
2019
Optimization of Carbon Capture Systems Using Surrogate Models of Simulated Processes
A Cozad, D Miller, N Sahinidis, YJ Chang
National Energy Technology Lab.(NETL), Pittsburgh, PA, and Morgantown, WV …, 2011
2011
A computational methodology for learning low-complexity surrogate models of process from experiments or simulations.(Paper 679a)
A Cozad, N Sahinidis, D Miller
National Energy Technology Lab.(NETL), Pittsburgh, PA, and Morgantown, WV …, 2011
2011
Synthesis of optimal adsorptive carbon capture processes.
A Cozad, H Kim, A Lee, P Vouzis, M Konda, A Simon, N Sahinidis, ...
National Energy Technology Lab.(NETL), Pittsburgh, PA, and Morgantown, WV …, 2011
2011
Surrogate Model Based Optimal Synthesis of Solid Sorbent Carbon Capture Process
Z Yuan, A Cozad, N Sahinidis, DC Miller
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