Fani Boukouvala
Fani Boukouvala
Assistant Professor, Chemical & Biomolecular Engineering, Georgia Institute of Technology
Verified email at chbe.gatech.edu
Title
Cited by
Cited by
Year
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
1662012
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
1442016
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
1192015
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
1162014
ARGONAUT: AlgoRithms for Global Optimization of coNstrAined grey-box compUTational problems
F Boukouvala, CA Floudas
Optimization Letters 11 (5), 895-913, 2017
782017
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
782017
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
772010
Feasibility analysis of black-box processes using an adaptive sampling Kriging-based method
F Boukouvala, MG Ierapetritou
Computers & Chemical Engineering 36, 358-368, 2012
702012
Surrogate-based optimization of expensive flowsheet modeling for continuous pharmaceutical manufacturing
F Boukouvala, MG Ierapetritou
Journal of Pharmaceutical Innovation 8 (2), 131-145, 2013
692013
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
632013
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
542012
Reduced-order discrete element method modeling
F Boukouvala, Y Gao, F Muzzio, MG Ierapetritou
Chemical Engineering Science 95, 12-26, 2013
462013
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
442018
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
442014
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
422016
Dynamic data-driven modeling of pharmaceutical processes
F Boukouvala, FJ Muzzio, MG Ierapetritou
Industrial & Engineering Chemistry Research 50 (11), 6743-6754, 2011
422011
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
412018
Predictive modeling of pharmaceutical processes with missing and noisy data
F Boukouvala, FJ Muzzio, MG Ierapetritou
AIChE journal 56 (11), 2860-2872, 2010
412010
Improvement of tablet coating uniformity using a quality by design approach
A Dubey, F Boukouvala, G Keyvan, R Hsia, K Saranteas, D Brone, T Misra, ...
AAPS PharmSciTech 13 (1), 231-246, 2012
322012
Dimensionality reduction for production optimization using polynomial approximations
N Sorek, E Gildin, F Boukouvala, B Beykal, CA Floudas
Computational Geosciences 21 (2), 247-266, 2017
302017
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