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
IChemE CAPE SIG Panel: Career opportunities in computer aided process engineering – your questions answered
2023
Burcu Beykal
Research Type: Poster/Presentation

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

In Vitro Approach to Grouping of Complex Substances and UVCBs: A Case Study of Olefin Streams
2018
William D. Klaren, Ivan Rusyn, Burcu Beykal, Fabian A. Grimm, Hua Shen, Noor Aly, Erin Baker, Efstratios N. Pistikopoulos, Melis Onel
Research Type: Poster/Presentation

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
Influence of surface charge on the rate, extent, and structure of adsorbed Bovine Serum Albumin to gold electrodes
2015
Yoram Oren, Meagan S Mauter, Burcu Beykal, Moshe Herzberg
Research Type: Journal Article

https://doi.org/10.1016/j.jcis.2015.08.055
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

Integrated HDH-MEE-MVR System with LiBr Absorption Chiller for Zero Liquid Discharge Desalination: Process Design and Techno-economic Analysis
2023
Hasan Nikkhah, Burcu Beykal
Research Type: Poster/Presentation

Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for Steam Cracking Process
2020
Styliani Avraamidou, Efstratios N Pistikopoulos, Iosif Pappas, Tong Qiu, Burcu Beykal, Kexin Bi
Research Type: Journal Article

https://doi.org/10.1021/acs.iecr.0c02657
Integrated Planning and Scheduling for Crude Oil Operations Using Data-Driven Bilevel Multi-Follower Optimization
2023
Burcu Beykal, Styliani Avraamidou, Hasan Nikkhah, Vassilis M Charitopoulos
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

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

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

Learning Human-Interpretable Models Using Machine Learning and a Smooth Information Criterion
2023
Georgios Bollas, Nazia Aslam, Ben Cohen, Burcu Beykal
Research Type: Poster/Presentation

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

Machine Learning Methods for Endocrine Disrupting Potential Identification Based on Single-Cell Data
2023
Fabio Stossi, Adam T Szafran, Zahir Aghayev, Burcu Beykal, Hari S Ganesh, Lan Zhou, Michael A Mancini, Anh Tran, Efstratios N Pistikopoulos
Research Type: Journal Article

https://doi.org/10.1016/j.ces.2023.119086
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
Machine-Learning Inspired Classification of the Estrogen Receptor Activity of Environmental Chemicals Based on the Single-Cell Level Data
2022
Zahir Aghayev, Adam T Szafran, Fabio Stossi, Hari S Ganesh, Efstratios N Pistikopoulos, Anh Tran, Burcu Beykal, Lan Zhou, Michael A Mancini
Research Type: Poster/Presentation

Machine-Learning Methods for Endocrine Disrupting Potential Identification Based on Single-Cell Data
2023
Efstratios N Pistikopoulos, Michael A Mancini, Anh Tran, Lan Zhou, Zahir Aghayev, Hari S Ganesh, Burcu Beykal, Adam T Szafran, Fabio Stossi
Research Type: Poster/Presentation

Mixed-Integer Multi-Objective Optimization through Multiparametric Programming
2019
Styliani Avraamidou, Efstratios N Pistikopoulos, Metin Turkay, Burcu Beykal, Justin Katz, Baris Burnak, Iosif Pappas
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2019/proceeding/paper/621b-mixed-integer-multi-objective-optimization-through-multiparametric-programming
Modeling of Thermal Cracking of Natural Gas Liquids: Optimization with Support Vector Machine-Based Constraint Handling Scheme for Stiff ODEs
2019
Burcu Beykal, Melis Onel, Onur Onel, Efstratios N Pistikopoulos
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2019/proceeding/paper/752d-modeling-thermal-cracking-natural-gas-liquids-optimization-support-vector-machine-based