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Fani Boukouvala
Fani Boukouvala
Assistant Professor, Chemical & Biomolecular Engineering, Georgia Institute of Technology
Dirección de correo verificada de chbe.gatech.edu
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A multi-scale framework for CO2 capture, utilization, and sequestration: CCUS and CCU
MMF Hasan, EL First, F Boukouvala, CA Floudas
Computers & Chemical Engineering 81, 2-21, 2015
2932015
Global optimization advances in mixed-integer nonlinear programming, MINLP, and constrained derivative-free optimization, CDFO
F Boukouvala, R Misener, CA Floudas
European Journal of Operational Research 252 (3), 701-727, 2016
2432016
An integrated approach for dynamic flowsheet modeling and sensitivity analysis of a continuous tablet manufacturing process
F Boukouvala, V Niotis, R Ramachandran, FJ Muzzio, MG Ierapetritou
Computers & Chemical Engineering 42, 30-47, 2012
2052012
Nationwide, regional, and statewide CO2 capture, utilization, and sequestration supply chain network optimization
MMF Hasan, F Boukouvala, EL First, CA Floudas
Industrial & Engineering Chemistry Research 53 (18), 7489-7506, 2014
1842014
ARGONAUT: AlgoRithms for Global Optimization of coNstrAined grey-box compUTational problems
F Boukouvala, CA Floudas
Optimization Letters 11 (5), 895-913, 2017
1332017
Global optimization of general constrained grey-box models: new method and its application to constrained PDEs for pressure swing adsorption
F Boukouvala, MMF Hasan, CA Floudas
Journal of Global Optimization 67 (1-2), 3-42, 2017
1212017
Design space of pharmaceutical processes using data-driven-based methods
F Boukouvala, FJ Muzzio, MG Ierapetritou
Journal of Pharmaceutical Innovation 5 (3), 119-137, 2010
1072010
Surrogate-based optimization of expensive flowsheet modeling for continuous pharmaceutical manufacturing
F Boukouvala, MG Ierapetritou
Journal of Pharmaceutical Innovation 8 (2), 131-145, 2013
1032013
Feasibility analysis of black-box processes using an adaptive sampling Kriging-based method
F Boukouvala, MG Ierapetritou
Computers & Chemical Engineering 36, 358-368, 2012
1002012
Machine learning-based surrogate modeling for data-driven optimization: a comparison of subset selection for regression techniques
SH Kim, F Boukouvala
Optimization Letters, 1-22, 2019
902019
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations
B Beykal, F Boukouvala, CA Floudas, N Sorek, H Zalavadia, E Gildin
Computers & Chemical Engineering 114, 99-110, 2018
792018
Optimal design of energy systems using constrained grey-box multi-objective optimization
B Beykal, F Boukouvala, CA Floudas, EN Pistikopoulos
Computers & chemical engineering 116, 488-502, 2018
772018
Computer-aided flowsheet simulation of a pharmaceutical tablet manufacturing process incorporating wet granulation
F Boukouvala, A Chaudhury, M Sen, R Zhou, L Mioduszewski, ...
Journal of Pharmaceutical Innovation 8 (1), 11-27, 2013
762013
Data‐driven mathematical modeling and global optimization framework for entire petrochemical planning operations
J Li, X Xiao, F Boukouvala, CA Floudas, B Zhao, G Du, X Su, H Liu
AIChE Journal 62 (9), 3020-3040, 2016
742016
Reduced-order discrete element method modeling
F Boukouvala, Y Gao, F Muzzio, MG Ierapetritou
Chemical Engineering Science 95, 12-26, 2013
702013
Derivative‐free optimization for expensive constrained problems using a novel expected improvement objective function
F Boukouvala, MG Ierapetritou
AIChE Journal 60 (7), 2462-2474, 2014
672014
Computational Approaches for Studying the Granular Dynamics of Continuous Blending Processes, 2–Population Balance and Data‐Based Methods
F Boukouvala, A Dubey, A Vanarase, R Ramachandran, FJ Muzzio, ...
Macromolecular Materials and Engineering 297 (1), 9-19, 2012
652012
Dynamic data-driven modeling of pharmaceutical processes
F Boukouvala, FJ Muzzio, MG Ierapetritou
Industrial & Engineering Chemistry Research 50 (11), 6743-6754, 2011
642011
Surrogate-Based Optimization for Mixed-Integer Nonlinear Problems
SH Kim, F Boukouvala
Computers & Chemical Engineering, 106847, 2020
612020
Managing Uncertainty in Data-Driven Simulation-Based Optimization
G Hüllen, J Zhai, SH Kim, A Sinha, MJ Realff, F Boukouvala
Computers & Chemical Engineering, 106519, 2019
522019
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Artículos 1–20