Burcu Beykal
Assistant Professor/Chem and Biomolecular Engr

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Scholarly Contributions

146 Scholarly Contributions

65
Poster/Presentations
50
Conference Proceedings
30
Journal Articles
1
Book Chapter
Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for Steam Cracking Process
2020
Styliani Avraamidou, Efstratios N Pistikopoulos, Iosif Pappas, Tong Qiu, Burcu Beykal, Kexin Bi
Research Type: Journal Article

https://doi.org/10.1021/acs.iecr.0c02657
Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms
2020
Maureen G Mancini, Rajib Mukherjee, Fabio Stossi, Burcu Beykal, Efstratios N Pistikopoulos, Michael A Mancini, Adam T Szafran, Melis Onel, Fred A Wright, Dillon Lloyd, Lan Zhou
Research Type: Journal Article

https://doi.org/10.1371/journal.pcbi.1008191
A data-driven optimization algorithm for differential algebraic equations with numerical infeasibilities
2020
Onur Onel, Burcu Beykal, Efstratios N Pistikopoulos, Melis Onel
Research Type: Journal Article

https://doi.org/10.1002/aic.16657
DOMINO: Data-driven Optimization of bi-level Mixed-Integer NOnlinear Problems
2020
Melis Onel, Styliani Avraamidou, Ioannis P E Pistikopoulos, Efstratios N Pistikopoulos, Burcu Beykal
Research Type: Journal Article

https://doi.org/10.1007/s10898-020-00890-3
Grouping of complex substances using analytical chemistry data: A framework for quantitative evaluation and visualization
2019
John S House, Thomas J McDonald, Burcu Beykal, Ivan Rusyn, Melis Onel, David A Sheen, Lan Zhou, Efstratios N Pistikopoulos, Kyle Ferguson, Weihsueh A Chiu, Fred A Wright
Research Type: Journal Article

https://doi.org/10.1371/journal.pone.0223517
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations
2018
Eduardo Gildin, Nadav Sorek, Fani Boukouvala, Christodoulos A. Floudas, Burcu Beykal, Hardikkumar Zalavadia
Research Type: Journal Article

https://doi.org/10.1016/j.compchemeng.2018.01.005
Optimal design of energy systems using constrained grey-box multi-objective optimization
2018
Efstratios N. Pistikopoulos, Christodoulos A. Floudas, Burcu Beykal, Fani Boukouvala
Research Type: Journal Article

https://doi.org/10.1016/j.compchemeng.2018.02.017
Dimensionality reduction for production optimization using polynomial approximations
2017
Burcu Beykal, Fani Boukouvala, Eduardo Gildin, Nadav Sorek, Christodoulos A. Floudas
Research Type: Journal Article

https://doi.org/10.1007/s10596-016-9610-3
Influence of surface charge on the rate, extent, and structure of adsorbed Bovine Serum Albumin to gold electrodes
2015
Yoram Oren, Meagan S Mauter, Burcu Beykal, Moshe Herzberg
Research Type: Journal Article

https://doi.org/10.1016/j.jcis.2015.08.055
Frequency response of microcantilevers immersed in gaseous, liquid, and supercritical carbon dioxide
2013
Katjana Ehrlich, Deniz Sanli, Erdal Uzunlar, Burcu Beykal, Alper Kiraz, Hakan Urey, Alexandr Jonas, Can Erkey, B. Erdem Alaca
Research Type: Journal Article

https://doi.org/10.1016/j.supflu.2013.06.013