Artykuły udostępnione publicznie: - Fani BoukouvalaWięcej informacji
Niedostępne w żadnym miejscu: 3
ARGONAUT: AlgoRithms for Global Optimization of coNstrAined grey-box compUTational problems
F Boukouvala, CA Floudas
Optimization Letters 11 (5), 895-913, 2017
Upoważnienia: US National Science Foundation
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
Upoważnienia: US National Science Foundation
Methods and Tools for Design Space Identification in Pharmaceutical Development
F Boukouvala, FJ Muzzio, MG Ierapetritou
Comprehensive Quality by Design for Pharmaceutical Product Development and …, 2017
Upoważnienia: US National Science Foundation
Dostępne w jakimś miejscu: 24
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
Upoważnienia: US National Science Foundation
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
Upoważnienia: US Department of Energy
Perspectives on the Integration between First-Principles and Data-Driven Modeling
W Bradley, J Kim, Z Kilwein, L Blakely, M Eydenberg, J Jalvin, C Laird, ...
Computers & Chemical Engineering, 107898, 2022
Upoważnienia: US National Science Foundation, US Department of Energy
Surrogate-Based Optimization for Mixed-Integer Nonlinear Problems
SH Kim, F Boukouvala
Computers & Chemical Engineering, 106847, 2020
Upoważnienia: US National Science Foundation, US Department of Energy
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
Upoważnienia: US National Science Foundation, US National Institutes of Health
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
Upoważnienia: US National Science Foundation, Chinese Academy of Sciences, National …
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
Upoważnienia: US National Science Foundation, US Department of Energy
Machine learning in process systems engineering: Challenges and opportunities
P Daoutidis, JH Lee, S Rangarajan, L Chiang, B Gopaluni, ...
Computers & Chemical Engineering, 108523, 2023
Upoważnienia: US National Science Foundation
Stages and Kinetics of Mechanochemical Depolymerization of Poly (ethylene terephthalate) with Sodium Hydroxide
AW Tricker, AA Osibo, Y Chang, JX Kang, A Ganesan, E Anglou, ...
ACS Sustainable Chemistry & Engineering, 2022
Upoważnienia: US National Science Foundation
Two-Stage Approach to Parameter Estimation of Differential Equations Using Neural ODEs
W Bradley, F Boukouvala
Industrial & Engineering Chemistry Research 60 (45), 16330-16344, 2021
Upoważnienia: US National Science Foundation
Data-Driven Simultaneous Process Optimization and Adsorbent Selection for Vacuum Pressure Swing Adsorption
SH Kim, HOR Landa, S Ravutla, MJ Realff, F Boukouvala
Chemical Engineering Research and Design, 2022
Upoważnienia: US National Science Foundation, US Department of Energy
Nonlinear Variable Selection Algorithms for Surrogate Modeling
J Zhai, F Boukouvala
AIChE Journal, 2019
Upoważnienia: US National Science Foundation
Data-driven spatial branch-and-bound algorithms for box-constrained simulation-based optimization
J Zhai, F Boukouvala
Journal of Global Optimization, 1-30, 2021
Upoważnienia: US National Science Foundation
Physics-Informed Machine Learning with Optimization-Based Guarantees: Applications to Ac Power Flow
J Jalving, MS Eydenberg, L Blakely, A Castillo, Z Kilwein, F Boukouvala, ...
Available at SSRN 4245628, 2024
Upoważnienia: US Department of Energy
Process development and techno-economic analysis for mechanochemical recycling of poly (ethylene terephthalate)
E Anglou, A Ganesan, Y Chang, KM Gołąbek, Q Fu, W Bradley, CW Jones, ...
Chemical Engineering Journal, 148278, 2023
Upoważnienia: US National Science Foundation
Physics-based Penalization for Hyperparameter Estimation in Gaussian Process Regression
J Kim, C Luettgen, K Paynabar, F Boukouvala
Computers & Chemical Engineering, 108320, 2023
Upoważnienia: US National Science Foundation, US Department of Energy
Surrogate-based branch-and-bound algorithms for simulation-based black-box optimization
J Zhai, F Boukouvala
Optimization and Engineering, 1-29, 2022
Upoważnienia: US National Science Foundation, US Department of Energy
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