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 | 166 | 2012 |
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 | 144 | 2016 |
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 | 119 | 2015 |
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 | 116 | 2014 |
ARGONAUT: AlgoRithms for Global Optimization of coNstrAined grey-box compUTational problems F Boukouvala, CA Floudas Optimization Letters 11 (5), 895-913, 2017 | 78 | 2017 |
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 | 78 | 2017 |
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 | 77 | 2010 |
Feasibility analysis of black-box processes using an adaptive sampling Kriging-based method F Boukouvala, MG Ierapetritou Computers & Chemical Engineering 36, 358-368, 2012 | 70 | 2012 |
Surrogate-based optimization of expensive flowsheet modeling for continuous pharmaceutical manufacturing F Boukouvala, MG Ierapetritou Journal of Pharmaceutical Innovation 8 (2), 131-145, 2013 | 69 | 2013 |
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 | 63 | 2013 |
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 | 54 | 2012 |
Reduced-order discrete element method modeling F Boukouvala, Y Gao, F Muzzio, MG Ierapetritou Chemical Engineering Science 95, 12-26, 2013 | 46 | 2013 |
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 | 44 | 2018 |
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 | 44 | 2014 |
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 | 42 | 2016 |
Dynamic data-driven modeling of pharmaceutical processes F Boukouvala, FJ Muzzio, MG Ierapetritou Industrial & Engineering Chemistry Research 50 (11), 6743-6754, 2011 | 42 | 2011 |
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 | 41 | 2018 |
Predictive modeling of pharmaceutical processes with missing and noisy data F Boukouvala, FJ Muzzio, MG Ierapetritou AIChE journal 56 (11), 2860-2872, 2010 | 41 | 2010 |
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 | 32 | 2012 |
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 | 30 | 2017 |