Burcu Beykal
Title
Cited by
Cited by
Year
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
502018
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
472018
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
Influence of surface charge on the rate, extent, and structure of adsorbed Bovine Serum Albumin to gold electrodes
B Beykal, M Herzberg, Y Oren, MS Mauter
Journal of colloid and interface science 460, 321-328, 2015
292015
A hierarchical food-energy-water nexus (FEW-N) decision-making approach for land use optimization
S Avraamidou, B Beykal, IPE Pistikopoulos, EN Pistikopoulos
Computer Aided Chemical Engineering 44, 1885-1890, 2018
162018
Frequency response of microcantilevers immersed in gaseous, liquid, and supercritical carbon dioxide
E Uzunlar, B Beykal, K Ehrlich, D Sanli, A Jonáš, BE Alaca, A Kiraz, ...
The Journal of Supercritical Fluids 81, 254-264, 2013
142013
Grouping of complex substances using analytical chemistry data: A framework for quantitative evaluation and visualization
M Onel, B Beykal, K Ferguson, WA Chiu, TJ McDonald, L Zhou, JS House, ...
PloS one 14 (10), e0223517, 2019
102019
Optimal chemical grouping and sorbent material design by data analysis, modeling and dimensionality reduction techniques
M Onel, B Beykal, M Wang, FA Grimm, L Zhou, FA Wright, TD Phillips, ...
Computer Aided Chemical Engineering 43, 421-426, 2018
92018
DOMINO: Data-driven Optimization of bi-level Mixed-Integer NOnlinear Problems.
B Beykal, S Avraamidou, IPE Pistikopoulos, M Onel, EN Pistikopoulos
Journal of Global Optimization: an International Journal Dealing with …, 2020
82020
Development of the texas A&M superfund research program computational platform for data integration, visualization, and analysis
R Mukherjee, M Onel, B Beykal, AT Szafran, F Stossi, MA Mancini, L Zhou, ...
Computer Aided Chemical Engineering 46, 967-972, 2019
42019
A data‐driven optimization algorithm for differential algebraic equations with numerical infeasibilities
B Beykal, M Onel, O Onel, EN Pistikopoulos
AIChE Journal 66 (10), e16657, 2020
32020
Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms
R Mukherjee, B Beykal, AT Szafran, M Onel, F Stossi, MG Mancini, ...
PLoS computational biology 16 (9), e1008191, 2020
32020
Multiobjective Optimization of Mixed-Integer Linear Programming Problems: A Multiparametric Optimization Approach
I Pappas, S Avraamidou, J Katz, B Burnak, B Beykal, M Türkay, ...
Industrial & Engineering Chemistry Research, 2021
2021
Combining experimental isotherms, minimalistic simulations, and a model to understand and predict chemical adsorption onto montmorillonite clays
AA Orr, M Wang, B Beykal, HS Ganesh, SE Hearon, EN Pistikopoulos, ...
ACS omega, 2021
2021
Bi-level Mixed-Integer Data-Driven Optimization of Integrated Planning and Scheduling Problems
B Beykal, S Avraamidou, EN Pistikopoulos
Computer Aided Chemical Engineering 50, 1707-1713, 2021
2021
Predicting the Estrogen Receptor Activity of Environmental Chemicals by Single-Cell Image Analysis and Data-driven Modeling
HS Ganesh, B Beykal, AT Szafran, F Stossi, L Zhou, MA Mancini, ...
Computer Aided Chemical Engineering 50, 481-486, 2021
2021
Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for a Steam Cracking Process
K Bi, B Beykal, S Avraamidou, I Pappas, EN Pistikopoulos, T Qiu
Industrial & Engineering Chemistry Research 59 (37), 16357-16367, 2020
2020
Advances in Data-Driven Modeling and Global Optimization of Constrained Grey-Box Computational Systems
B Beykal
2020
Modeling of Thermal Cracking of Natural Gas Liquids: Optimization with Support Vector Machine-Based Constraint Handling Scheme for Stiff ODEs
B Beykal, M Onel, O Onel, EN Pistikopoulos
2019 AIChE Annual Meeting, 2019
2019
Mixed-Integer Multi-Objective Optimization through Multiparametric Programming
S Avraamidou, J Katz, B Burnak, B Beykal, IS Pappas, M Turkay, ...
2019 AIChE Annual Meeting, 2019
2019
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Articles 1–20