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
Data-driven joint chance-constrained optimization via copulas: Application to MINLP integrated planning and scheduling
2025
Hasan Nikkhah, Styliani Avraamidou, Meng-Lin Tsai, Syu-Ning Johnn, Vassilis Charitopoulos, Burcu Beykal
Research Type: Conference Proceedings

Optimizing CO2 Utilization in Reverse Water-Gas Shift Membrane Reactors with Parametric PINNs
2025
Zahir Aghayev, Burcu Beykal, Michael Patrascu, Zhaofeng Li
Research Type: Conference Proceedings

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

Unlocking Process Dynamics: Interpretable PDE Solutions via Symbolic Regression
2025
Burcu Beykal, Benjamin G Cohen, Georgios Bollas
Research Type: Conference Proceedings

Learning Approximate Symbolic Solutions to Burgers’ Equation Using Symbolic Regression
2025
Burcu Beykal, Georgios Bollas, Benjamin G Cohen
Research Type: Conference Proceedings

Optimization and evaluation of a simplified green biorefinery for alginate extraction from sugar kelp (Saccharina latissima)
2025
Burcu Beykal, Yi Wang, Anuj Purohit, Mingyu Qiao, Yangchao Luo, Yidan Zhang, Jiayi Liang, Zahir Aghayev
Research Type: Journal Article

https://doi.org/10.1016/j.ijbiomac.2025.143147
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
Bi-level data-driven enterprise-wide optimization with mixed-integer nonlinear scheduling problems
2025
Zahir Aghayev, Burcu Beykal, Styliani Avraamidou, Hasan Nikkhah, Amir Shahbazi, Vassilis Charitopoulos
Research Type: Journal Article

https://doi.org/10.1016/j.dche.2025.100218
Sustainable process design for lithium recovery from geothermal brines using chemical precipitation
2025
Burcu Beykal, Giuseppe Granata, Andrea Di Maria, Hasan Nikkhah
Research Type: Journal Article

https://doi.org/10.1016/j.resconrec.2024.107980
Surrogate-Assisted Optimization of Highly Constrained Oil Recovery Processes Using Classification-Based Constraint Modeling
2025
Zahir Aghayev, Eduardo Gildin, Dimitrios Voulanas, Burcu Beykal
Research Type: Journal Article

https://doi.org/10.1021/acs.iecr.4c03294
Learning Feasible Regions on-the-Fly: Reinforcement Learning for Water-Efficient Oil Recovery
2025
Eduardo Gildin, Dimitrios Voulanas, Burcu Beykal, Zahir Aghayev
Research Type: Poster/Presentation

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

Deeponet-Driven Surrogate Model for Enhanced Rwgs Membrane Reactor Performance
2025
Zahir Aghayev, Burcu Beykal, Michael Patrascu, Zhaofeng Li
Research Type: Poster/Presentation

Circular Process Design for Zero-Carbon Lithium Recovery from Geothermal Brine
2025
Guiseppe Granata, Hasan Nikkhah, Burcu Beykal
Research Type: Poster/Presentation

A Mixed-Integer Nonlinear Programming Model for Optimizing the EV Battery Supply Chain with Unconventional Domestic Lithium Resources
2025
Burcu Beykal, Hasan Nikkhah
Research Type: Poster/Presentation

Investigation of Fitness Criteria for Xai: Unlocking Process Dynamics with Symbolic Regression
2025
Burcu Beykal, Georgios Bollas, Benjamin G Cohen
Research Type: Poster/Presentation

Data-Driven Chance-Constrained Mixed Integer Nonlinear Bilevel Optimisation Via Copulas: Application to Integrated Planning and Scheduling Problems
2025
Vassilis Charitopoulos, Hasan Nikkhah, Burcu Beykal, Syu-Ning Johnn, Styliani Avraamidou, Meng-Lin Tsai
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

Two-Fluid Model–Based Computational Fluid Dynamics (CFD-TFM) Study of Chemical Looping Combustion
2025
Amir Shahbazi, Burcu Beykal, Cameron Hubbard
Research Type: Poster/Presentation

Data-Driven Optimization Algorithms
2024
Efstratios N. Pistikopoulos, Burcu Beykal
Research Type: Book Chapter

https://doi.org/10.1016/B978-0-323-99134-6.00006-2