Burcu Beykal
Assistant Professor/Chem and Biomolecular Engr

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Toward Sustainable Lithium Production: Process Modeling, Techno-Economic Analysis, and Life Cycle Impacts of Recovering Lithium from Geothermal Brines
2024
Burcu Beykal, Hasan Nikkhah, Andrea Di Maria, Guiseppe Granata
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2024/proceeding/paper/456b-toward-sustainable-lithium-production-process-modeling-techno-economic-analysis-and-life-cycle
Optimizing CO2 Utilization Efficiency through Physics-Informed Modeling of Membrane Reactors
2024
Michael S Patrascu, Zahir Aghayev, Burcu Beykal, Zhaofeng Li
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2024/proceeding/paper/375z-optimizing-co2-utilization-efficiency-through-physics-informed-modeling-membrane-reactors
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
Data-driven Bi-level Optimization of Hyperparameters for Machine Learning Models
2024
Hasan Nikkhah, Amir Shahbazi, Zahir Aghayev, Burcu Beykal
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2024/proceeding/paper/373r-data-driven-bi-level-optimization-hyperparameters-machine-learning-models
Data-driven Discovery of Reaction Kinetic Models in Dynamic Plug Flow Reactors using Symbolic Regression
2024
Burcu Beykal, Ben Cohen, Georgios Bollas
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-443-28824-1.50492-0
Physics-Informed Estimation of Thermodynamic Parameters of Biodiesel Production from Enteromorpha Compressa Microalgae
2024
Burcu Beykal, Amir Shahbazi
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2024/proceeding/paper/375a-physics-informed-estimation-thermodynamic-parameters-biodiesel-production-enteromorpha
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
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
From Then to Now and Beyond: Exploring How Machine Learning Shapes Process Design Problems
2024
Research Type: Conference Proceedings

https://doi.org/10.69997/sct.116002
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
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
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
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
Using L. minor and C. elegans to assess the ecotoxicity of real-life contaminated soil samples and their remediation by clay- and carbon-based sorbents
2024
Meichen Wang, Garett T. Sansom, Kelly J. Rivenbark, Terry L. Wade, Hasan Nikkhah, Burcu Beykal, Leanne S. Fawkes, Timothy D. Phillips
Research Type: Journal Article

https://doi.org/10.1016/j.envpol.2024.123762
In vitro and in vivo remediation of per- and polyfluoroalkyl substances by processed and amended clays and activated carbon in soil
2024
Timothy D Phillips, Burcu Beykal, Hasan Nikkhah, Kelly J Rivenbark, Meichen Wang
Research Type: Journal Article

https://doi.org/10.1016/j.apsoil.2024.105285
Toxicity of representative organophosphate, organochlorine, phenylurea, dinitroaniline, carbamate, and viologen pesticides to the growth and survival of H. vulgaris, L. minor, and C. elegans
2024
Burcu Beykal, Meichen Wang, Hasan Nikkhah, Timothy D. Phillips, Kelly J. Rivenbark
Research Type: Journal Article

https://doi.org/10.1007/s11356-024-32444-5
Physics-informed genetic programming for discovery of partial differential equations from scarce and noisy data
2024
Benjamin G Cohen, Burcu Beykal, Georgios Bollas
Research Type: Journal Article

https://doi.org/10.1016/j.jcp.2024.113261
Machine learning supported ground beef freshness monitoring based on near-infrared and paper chromogenic array
2024
Yi Wang, Yihang Feng, Zhenlei Xiao, Burcu Beykal, Yangchao Luo
Research Type: Journal Article

https://dx.doi.org/10.1002/fft2.438
A mechanistic review on machine learning-supported detection and analysis of volatile organic compounds for food quality and safety
2024
Research Type: Journal Article

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