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
Insights on CO2 Utilization through Reverse Water Gas Shift Reaction in Membrane Reactors: A Multi-scale Mathematical Modeling Approach
2025
Anan Uziri, Zhaofeng Li, Burcu Beykal, Michael Patrascu, Zahir Aghayev
Research Type: Conference Proceedings

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
In vitro and in vivo remediation of per- and polyfluoroalkyl substances by processed and amended clays and activated carbon in soil
2024
Timothy D Phillips, Burcu Beykal, Hasan Nikkhah, Kelly J Rivenbark, Meichen Wang
Research Type: Journal Article

https://doi.org/10.1016/j.apsoil.2024.105285
In Vitro Approach to Grouping of Complex Substances and UVCBs: A Case Study of Olefin Streams
2018
William D. Klaren, Ivan Rusyn, Burcu Beykal, Fabian A. Grimm, Hua Shen, Noor Aly, Erin Baker, Efstratios N. Pistikopoulos, Melis Onel
Research Type: Poster/Presentation

Improving Dynamical System Model Quality Using Symbolic Regression
2025
Benjamin G Cohen, Burcu Beykal, Georgios Bollas
Research Type: Poster/Presentation

IChemE CAPE SIG Panel: Career opportunities in computer aided process engineering – your questions answered
2023
Burcu Beykal
Research Type: Poster/Presentation

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
Grouping Complex Substances and Mixtures using Untargeted Exposomics Data
2018
Burcu Beykal, Efstratios N Pistikopoulos, Fred A Wright, Kyle Ferguson, Lan Zhou, Thomas J McDonald, Melis Onel, Rajib Mukherjee, Fabian A Grimm, John House, Ivan Rusyn
Research Type: Poster/Presentation

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
Global Optimization of Constrained Grey-Box Models for Well Injection and Production
2016
Burcu Beykal, Eduardo Gildin, Hardikkumar Zalavadia, Nadav Sorek, Christodoulos A Floudas, Fani Boukouvala
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2016/proceeding/paper/613h-global-optimization-constrained-grey-box-models-well-injection-and-production
From Then to Now and Beyond: Exploring How Machine Learning Shapes Process Design Problems
2024
Burcu Beykal
Research Type: Conference Proceedings

https://doi.org/10.69997/sct.116002
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
Frequency Response of Microcantilevers Immersed in Gaseous, Liquid, and Supercritical Carbon Dioxide
2012
Alexandr Jonáš, Burhanettin Erdem Alaca, Burcu Beykal, Alper Kiraz, Can Erkey
Research Type: Poster/Presentation

Estrogen Receptor Activity Prediction of Environmental Toxicants Using Image Analysis and Data-driven Modeling
2020
Hari S Ganesh, Lan Zhou, Adam T Szafran, Efstratios N Pistikopoulos, Fabio Stossi, Burcu Beykal, Michael A Mancini
Research Type: Poster/Presentation

Enhancing Oil Recovery Efficiency with Constrained Reinforcement Learning for Waterflooding Optimization
2024
Zahir Aghayev, Burcu Beykal, Eduardo Gildin, Dimitrios Voulanas
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2024/proceeding/paper/196a-enhancing-oil-recovery-efficiency-constrained-reinforcement-learning-waterflooding-optimization
Dynamic and stochastic optimization of algae cultivation process
2025
Burcu Beykal, Hasan Sildir, Ozgun Deliismail, Sercan Kivanc
Research Type: Journal Article

https://doi.org/10.1016/j.compchemeng.2025.109087
Dynamic System Identification from Scarce and Noisy Data Using Symbolic Regression
Georgios Bollas, Benjamin Cohen, Burcu Beykal
Research Type: Conference Proceedings

Dominopy: A Python Package for Data-Driven Optimization of Bi-Level Mixed-Integer Nonlinear Problems
2025
Amir Shahbazi, Styliani Avraamidou, Meng-Lin Tsai, Burcu Beykal
Research Type: Poster/Presentation

Discovering Partial Differential Equation Solutions using Symbolic Regression
2024
Georgios Bollas, Burcu Beykal, Ben Cohen
Research Type: Poster/Presentation

DiscoPy: Discovery of Chemical Reactor Dynamics through Symbolic Regression
2023
Burcu Beykal, Benjamin Cohen, Georgios Bollas
Research Type: Poster/Presentation