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
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

Bilevel Optimization of Mixed-integer Nonlinear Integrated Planning and Scheduling Problems using the DOMINO Framework
2024
Burcu Beykal, Hasan Nikkhah, Styliani Avraamidou, Vassilis M Charitopoulos
Research Type: Poster/Presentation

A Data-Driven Process Systems Engineering Approach for Supply Chain Management and Enterprise-Wide Optimization
2024
Burcu Beykal
Research Type: Poster/Presentation

https://www.youtube.com/watch?v=NOM1GMEbbas&ab_channel=LivermoreLabEvents
Symbolic Regression for Interpretable Surrogate Modeling of Clean Energy Systems
2024
Ben Cohen, Burcu Beykal, Georgios Bollas
Research Type: Poster/Presentation

Predicting Kinetic & Thermodynamic Parameters of Biodiesel Production from Enteromorpha Compressa Microalgae using Evolutionary Algorithms
2024
Amir Shahbazi, 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

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

Surrogate Solutions to Partial Differential Equations and the Inverse Problem with Symbolic Regression
2024
Burcu Beykal, Georgios Bollas, Benjamin Cohen
Research Type: Poster/Presentation

Utilizing Machine Learning Algorithms to Predict COD (Chemical Oxygen Demand) In Wastewater Treatment
2024
Hasan Nikkhah, Burcu Beykal, Richa Balamurugan
Research Type: Poster/Presentation

Leveraging Machine Learning and Mathematical Optimization for Food-Energy-Water Nexus & Environmental Modeling
2024
Burcu Beykal
Research Type: Poster/Presentation

Transforming Domain Knowledge using Symbolic Regression for New Insights
2024
Burcu Beykal, Benjamin G Cohen, Georgios Bollas
Research Type: Poster/Presentation

AI-Guided Waterflooding: Constrained Reinforcement Learning for Optimal Oil Recovery
2024
Eduardo Gildin, Zahir Aghayev, Burcu Beykal, Dimitrios Voulanas
Research Type: Poster/Presentation