| Learning surrogate models for simulation‐based optimization A Cozad, NV Sahinidis, DC Miller AIChE Journal 60 (6), 2211-2227, 2014 | 407 | 2014 |
| A combined first-principles and data-driven approach to model building A Cozad, NV Sahinidis, DC Miller Computers & Chemical Engineering 73, 116-127, 2015 | 105 | 2015 |
| A global MINLP approach to symbolic regression A Cozad, NV Sahinidis Mathematical Programming, 1-23, 2018 | 41 | 2018 |
| Data-and theory-driven techniques for surrogate-based optimization A Cozad Ph. D. thesis, Carnegie Mellon, Pittsburgh, PA, 2014 | 10 | 2014 |
| Computational Tools to Accelerate Commercial Development DC Miller National Energy Technology Lab.(NETL), Pittsburgh, PA, and Morgantown, WV …, 2013 | 7 | 2013 |
| Hydrocarbon processing analysis A Cozad, WA Docter, JW Evans, NY Gaitonde, JM Righi, JD Terry, ... US Patent 10,353,353, 2019 | 6 | 2019 |
| 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 | 3 | 2013 |
| 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 | 2 | 2011 |
| Optimization of power plant simulations with integrated carbon capture systems using black-box algorithms A Cozad, N Sahinidis, DC Miller 2010 AIChE Annual Meeting, 7-12, 2010 | 2 | 2010 |
| 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 |
Nick SahinidisGary C. Butler Family Chair and Professor, Georgia Institute of TechnologyVerified email at gatech.edu
