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

Data Analytics Inspired Process Systems Engineering
2023
Burcu Beykal
Research Type: Poster/Presentation

National Water Alliance for Water Innovation (NAWI) NextGen Leadership Career Panel Series
2023
Burcu Beykal
Research Type: Poster/Presentation

Optimizing Municipal Wastewater Treatment through Biological Modeling and Simulation
2023
Katherine Pettersen, Hasan Nikkhah, Burcu Beykal
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

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

A Data-Analytics Inspired Systems Engineering Perspective to Supply Chain Management and Enterprise-wide Optimization
2023
Burcu Beykal
Research Type: Poster/Presentation

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

Design & Analysis of a Zero Liquid Discharge Multipurpose Desalination Plant
2023
Burcu Beykal, Hasan Nikkhah
Research Type: Poster/Presentation

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

Data-Driven Bilevel Optimization of Integrated Planning and Scheduling Problems with Mixed-Integer Nonlinear Lower-Level Formulations
2023
Styliani Avraamidou, Vassilis M Charitopoulos, Hasan Nikkhah, Burcu Beykal
Research Type: Poster/Presentation

DiscoPy: Discovery of Chemical Reactor Dynamics through Symbolic Regression
2023
Burcu Beykal, Benjamin Cohen, Georgios Bollas
Research Type: Poster/Presentation

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

Predicting the Estrogenic Potential of Chemical Contaminants through High-throughput Image Analysis and Supervised Machine Learning Algorithms
2023
Michael A Mancini, Burcu Beykal, Efstratios N Pistikopoulos, George F Walker, Moustafa Ali, Adam T Szafran, Funda Iseri, Zahir Aghayev, Fabio Stossi
Research Type: Poster/Presentation

Data-Driven Optimization Algorithms
2024
Efstratios N. Pistikopoulos, Burcu Beykal
Research Type: Book Chapter

https://doi.org/10.1016/B978-0-323-99134-6.00006-2
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