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
Design and Optimization of a Multipurpose Zero Liquid Discharge Desalination Plant
2024
Hasan Nikkhah, Dev Barochia, Burcu Beykal
Research Type: Poster/Presentation

Design and Optimization of a Multipurpose Zero Liquid Discharge Desalination Plant
2024
Hasan Nikkhah, Burcu Beykal, Dev Barochia
Research Type: Conference Proceedings

https://doi.org/10.69997/sct.142929
Development of Single Cell, Multi-parametric Medium/High Throughput Platforms and Informatics to Quantify and Classify Endocrine Disruptor Potential of Environmental Contaminants and Mixtures
2018
Arvind Rao, Melis Onel, Adam T Szafran, Pankaj Singh, Burcu Beykal, Efstratios N Pistikopoulos, Fabio Stossi, Rajib Mukherjee, Maureen G Mancini, Michael A Mancini
Research Type: Poster/Presentation

Development of the Texas A&M Superfund Research Program Computational Platform for Data Integration
2019
Efstratios N Pistikopoulos, Adam T Szafran, Lan Zhou, Rajib Mukherjee, Fabio Stossi, Burcu Beykal, Fred A Wright, Melis Onel, Michael A Mancini
Research Type: Poster/Presentation

Development of the Texas A&M Superfund Research Program Computational Platform for Data Integration, Visualization, and Analysis
2019
Melis Onel, Efstratios N Pistikopoulos, Burcu Beykal, Michael A Mancini, Lan Zhou, Rajib Mukherjee, Fred A Wright, Fabio Stossi, Adam T Szafran
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-12-818634-3.50162-4
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
DiscoPy: Discovery of Chemical Reactor Dynamics through Symbolic Regression
2023
Burcu Beykal, Benjamin Cohen, Georgios Bollas
Research Type: Poster/Presentation

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

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

Dynamic System Identification from Scarce and Noisy Data Using Symbolic Regression
Georgios Bollas, Benjamin Cohen, Burcu Beykal
Research Type: Conference Proceedings

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
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
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

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

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
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
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
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
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

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