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
Challenges and opportunities of recovering lithium from seawater, produced water, geothermal brines, and salt lakes using conventional and emerging technologies
2024
Burcu Beykal, Hasan Nikkhah, Baikun Li, Wenjun Xiang, Jeffrey R McCutcheon, Zachary Stoll, Pei Xu, Deniz Ipekci
Research Type: Journal Article

https://doi.org/10.1016/j.cej.2024.155349
Binary Classification of the Endocrine Disrupting Chemicals by Artificial Neural Networks
2023
Zahir Aghayev, Michael A Mancini, George F Walker, Burcu Beykal, Funda Iseri, Moustafa Ali, Fabio Stossi, Adam T Szafran, Efstratios N Pistikopoulos
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-443-15274-0.50418-2
Bilevel optimization of mixed-integer nonlinear integrated planning and scheduling problems using the DOMINO framework
2024
Vassilis M Charitopoulos, Hasan Nikkhah, Styliani Avraamidou, Burcu Beykal
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-443-28824-1.50319-7
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

Big Data in Environmental Science and Toxicology, Manipulating and Displaying Big(ish) Data in R
2021
Fred A. Wright, Allison Dickey, Burcu Beykal
Research Type: Poster/Presentation

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
Bi-level Mixed-Integer Data-Driven Optimization of Integrated Planning and Scheduling Problems
2021
Burcu Beykal, Efstratios N Pistikopoulos, Styliani Avraamidou
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-323-88506-5.50265-5
Bi-Level Mixed-Integer Optimization for Planning and Scheduling Integration Using the DOMINO Framework
2019
Burcu Beykal, Efstratios N Pistikopoulos, Styliani Avraamidou
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2019/proceeding/paper/575c-bi-level-mixed-integer-optimization-planning-and-scheduling-integration-using-domino-framework
Automatic Discovery of Partial Differential Equation Models from Broadly Spaced Data
2023
Benjamin Cohen, Burcu Beykal, Georgios Bollas
Research Type: Poster/Presentation

At the Interface of Ab-Initio Modeling and Data Analytics: A Hybrid Approach to Process Design, Control, and Optimization
2020
Burcu Beykal
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2020/proceeding/paper/3cn-interface-ab-initio-modeling-and-data-analytics-hybrid-approach-process-design-control-and
Analytical Insights: A Data-Driven Framework for Characterizing Volatile Organic Compounds (VOCs)
2023
Zahir Aghayev, Burcu Beykal, Funda Iseri, Natalie M Johnson, Toriq A Mustapha, Moustafa Ali, Efstratios N Pistikopoulos
Research Type: Poster/Presentation

An Economical and Environmentally Friendly Process for Bioethanol Purification
2022
Hasan Nikkhah, Burcu Beykal
Research Type: Poster/Presentation

Advances in Global Optimization of Grey-Box Computational Systems and Applications to Highly Constrained Oil- Field Operations
2017
Burcu Beykal, Hardikkumar Zalavadia, Nadav Sorek, Christodoulos A Floudas, Fani Boukouvala, Eduardo Gildin
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

A mechanistic review on machine learning-supported detection and analysis of volatile organic compounds for food quality and safety
2024
Zhenlei Xiao, Yi Wang, Burcu Beykal, Yangchao Luo, Yihang Feng, Mingyu Qiao
Research Type: Journal Article

A hierarchical Food-Energy-Water Nexus (FEW-N) decision-making approach for Land Use Optimization
2018
Ioannis P E Pistikopoulos, Efstratios N Pistikopoulos, Styliani Avraamidou, Burcu Beykal
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-444-64241-7.50309-8
A hierarchical Food-Energy- Water Nexus (FEW-N) Decision-making Approach for Land Use Optimization
2018
Ioannis P E Pistikopoulos, Styliani Avraamidou, Burcu Beykal, Efstratios N Pistikopoulos
Research Type: Poster/Presentation

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
A Symbolic-Sparse Regression Technique for Data-Driven PDE Learning and Solution Approximation in Chemical Engineering
2024
Burcu Beykal, Benjamin G Cohen, Georgios Bollas
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2024/proceeding/paper/119f-symbolic-sparse-regression-technique-data-driven-pde-learning-and-solution-approximation
A Smart Manufacturing Strategy for Multi‐Parametric Model Predictive Control in Air Separation Systems
2022
Efstratios N. Pistikopoulos, Simon Leyland, Dustin Kenefake, Burcu Beykal, Styliani Avraamidou, Hari S. Ganesh, Iosif Pappas, Yajun Wang, Jesus Flores-Cerrillo, Joannah Otashu, Yanan Cao
Research Type: Journal Article

https://doi.org/10.1002/amp2.10120