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
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
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

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

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

Classification of Estrogenic Compounds Through Image Analysis Using Machine Learning Algorithms
2019
Burcu Beykal, Fabio Stossi, Adam T Szafran, Efstratios N Pistikopoulos, Michael A Mancini, Maureen G Mancini, Rajib Mukherjee, Melis Onel, Lan Zhou
Research Type: Poster/Presentation

Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms
2020
Maureen G Mancini, Rajib Mukherjee, Fabio Stossi, Burcu Beykal, Efstratios N Pistikopoulos, Michael A Mancini, Adam T Szafran, Melis Onel, Fred A Wright, Dillon Lloyd, Lan Zhou
Research Type: Journal Article

https://doi.org/10.1371/journal.pcbi.1008191
Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays
2021
Meichen Wang, Sara E. E Hearon, Phanourios Tamamis, Burcu Beykal, Efstratios N Pistikopoulos, Timothy D Phillips, Hari S Ganesh, Asuka A Orr
Research Type: Journal Article

https://doi.org/10.1021/acsomega.1c00481
Comparative Life Cycle Assessment of Single-Use Cardiopulmonary Bypass Devices
2023
Matthew D Stuber, Burcu Beykal, Hasan Nikkhah
Research Type: Journal Article

Computational Characterization of the Estrogenic Activity of Environmental Chemicals Using High-Throughput Microscopy and Machine Learning
2023
Burcu Beykal, Moustafa Ali, Michael A Mancini, Zahir Aghayev, Efstratios N Pistikopoulos, George F Walker, Adam T Szafran, Funda Iseri, Fabio Stossi
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2023/proceeding/paper/618b-computational-characterization-estrogenic-activity-environmental-chemicals-using-high
Constrained Grey-Box Multi-Objective Optimization Framework for Optimal Design of Energy Systems
2017
Burcu Beykal, Fani Boukouvala, Christodoulos A Floudas, Efstratios Pistikopoulos
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-spring-meeting-and-global-congress-on-process-safety/2017/proceeding/paper/23a-constrained-grey-box-multi-objective-optimization-framework-optimal-design-energy-systems
Continuous-Time Surrogate Models for Data-Driven Dynamic Optimization
2022
Burcu Beykal, Efstratios N Pistikopoulos, Nikolaos A Diangelakis
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-323-95879-0.50035-7
Cumin and eucalyptus essential oil standardization using fractional distillation: Data-driven optimization and techno-economic analysis
2024
Ali Nikkhah, Amir Shahbazi, Burcu Beykal, Hasan Nikkhah, Mohammad Fakhroleslam, Mohammad-Taghi Ebadi, Duygu Beykal Iz, Mona Kamelan Zargar Zarin
Research Type: Journal Article

https://doi.org/10.1016/j.fbp.2023.10.005
DOMINO: Data-driven Optimization of bi-level Mixed-Integer NOnlinear Problems
2020
Melis Onel, Styliani Avraamidou, Ioannis P E Pistikopoulos, Efstratios N Pistikopoulos, Burcu Beykal
Research Type: Journal Article

https://doi.org/10.1007/s10898-020-00890-3
Data Analytics Inspired Process Systems Engineering
2023
Burcu Beykal
Research Type: Poster/Presentation

Data Analytics Inspired Process Systems Engineering: Applications to Reactor Design and Supply Chain Management
2022
Burcu Beykal
Research Type: Poster/Presentation

Data Driven Framework for Volatile Organic Compounds (VOCs) Characterization
2023
Burcu Beykal, Natalie M Johnson, Zahir Aghayev, Toriq Mustapha, Fred A Wright, Efstratios N Pistikopoulos, Moustafa Ali, Funda Iseri
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2023/proceeding/paper/627f-data-driven-framework-volatile-organic-compounds-vocs-characterization
Data-Driven Approaches for the Optimization of Complex Planning and Scheduling Problems in Multi-Product Industries
2024
Burcu Beykal, Syu-Ning Johnn, Meng-Lin Tsai, Vassilis Charitopoulos, Styliani Avraamidou, Hasan Nikkhah, Zahir Aghayev, Amir Shahbazi
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2024/proceeding/paper/373ae-data-driven-approaches-optimization-complex-planning-and-scheduling-problems-multi-product