Found 31 results
Filters: Author is Sahinidis, Nikolaos [Clear All Filters]
Innovative computational tools and models for the design, optimization and control of carbon capture processes. 26th European Symposium on Computer Aided Process Engineering – ESCAPE 26. :2391-2396.. 2016.
The ALAMO Software for Model Building, Constrained Regression, and Intelligent Experimental Design. AIChE Annual Meeting.. 2015.
A combined first-principles and data-driven approach to model building. Computers & Chemical Engineering. 73:116–127.. 2015.
FOQUS: A Framework for Optimization and Quantification of Uncertainty. AspenTech OPTIMIZE 2015 Conference.. 2015.
Multi-scale modeling of carbon capture systems. IEAGHG Post-Combustion Capture Conference.. 2015.
A Reduced-Order Building Approach to Simulation-Based Optimization of Complex Energy Systems. AIChE Annual Meeting.. 2015.
Carbon Capture Simulation Initiative: A Case Study in Multiscale Modeling and New Challenges. Chemical and Biomolecular Engineering. 5:301-323.. 2014.
Learning Surrogate Models for Simulation-Based Optimization. AIChE Journal. 60:2211-2227.. 2014.
Subset Selection in Multiple Linear Regression. Mixed-Integer Nonlinear Programming (MNLP) Conference.. 2014.
ALAMO: Automatic Learning of Algebraic Models for Optimization. AIChE Annual Meeting.. 2013.
Automatic Learning of Algebraic Models for Optimization. INFORMS Annual Meeting.. 2013.
Computational Tools for Accelerating Carbon Capture Process Development. The 38th International Technical Conference on Clean Coal & Fuel Systems.. 2013.
Strengthened Regression Models through Response Variable Bounds. Energy Systems Initiative Annual Meeting.. 2013.
Superstructure Formulation and Optimization for Carbon Capture Process. AIChE Annual Meeting.. 2013.
Superstructure Release. Fall IAB Progress Meeting.. 2013.
ALAMO: Automatic Learning of Algebraic Models for Optimization. AIChE Annual Meeting.. 2012.
Derivative-Free Optimization Enhanced-Surrogate Model Development for Optimization. INFORMS Annual Meeting.. 2012.
Derivative-Free Optimization Enhanced-Surrogate Models for Energy Systems Optimization. 9th International Conference on Computational Management Science (CMS 2012).. 2012.
Surrogate Model Based Optimal Synthesis of Solid Sorbent Carbon Capture. AIChE Annual Meeting.. 2012.
Surrogate-Based Optimization of Simulated Energy Systems. AIChE Annual Meeting. Paper 54g. 2012.
Synthesis of Optimal Capture Processes using Advanced Optimization. 11th Annual Conference on Carbon Capture & Sequestration.. 2012.