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
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

Towards a Quantitative Food-Energy-Water Nexus Metric to Facilitate Decision Making in Process Systems: A Case Study on a Dairy Production Plant
2018
Burcu Beykal, Styliani Avraamidou, Aaron Milhorn, Efstratios N Pistikopoulos, Owais Sarwar
Research Type: Poster/Presentation

Understanding Contaminant Characteristics and Redistribution in Post-Harvey Soil Samples Through Data Visualization and Clustering Analysis
2018
Rajib Mukherjee, Anthony H. Knap, Efstratios N. Pistikopoulos, Melis Onel, Krissa M. Camargo, Burcu Beykal, Yin Liu, Terry L. Wade
Research Type: Poster/Presentation

Development of the Texas A&M Superfund Research Program Computational Platform for Data Integration, Visualization, and Analysis
2019
Melis Onel, Efstratios N Pistikopoulos, Burcu Beykal, Michael A Mancini, Lan Zhou, Rajib Mukherjee, Fred A Wright, Fabio Stossi, Adam T Szafran
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-12-818634-3.50162-4
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
Quantitative Evaluation of Grouping Complex Substances and Sorbent Material Design: Delivering Data-Informed Insights
2019
Efstratios N Pistikopoulos, Lan Zhou, Melis Onel, Fred A Wright, Timothy D Phillips, Ivan Rusyn, Burcu Beykal
Research Type: Conference Proceedings

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
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
The Development of Multiparametric Model Predictive Controllers Via the ARGONAUT Framework
2019
Iosif Pappas, Nikolaos A Diangelakis, Efstratios N Pistikopoulos, Burcu Beykal, Justin Katz
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2019/proceeding/paper/371m-development-multiparametric-model-predictive-controllers-argonaut-framework
Grouping of complex substances using analytical chemistry data: A framework for quantitative evaluation and visualization
2019
John S House, Thomas J McDonald, Burcu Beykal, Ivan Rusyn, Melis Onel, David A Sheen, Lan Zhou, Efstratios N Pistikopoulos, Kyle Ferguson, Weihsueh A Chiu, Fred A Wright
Research Type: Journal Article

https://doi.org/10.1371/journal.pone.0223517
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

Development of the Texas A&M Superfund Research Program Computational Platform for Data Integration
2019
Efstratios N Pistikopoulos, Adam T Szafran, Lan Zhou, Rajib Mukherjee, Fabio Stossi, Burcu Beykal, Fred A Wright, Melis Onel, Michael A Mancini
Research Type: Poster/Presentation

Modeling the Impact of Environmental Toxicants on the Estrogen Receptor Using Combined Image-Analysis, Big-Data Analytics, and Machine-Learning
2020
Burcu Beykal, Fabio Stossi, Fred A Wright, Efstratios N Pistikopoulos, Hari S Ganesh, Michael A Mancini, Adam T Szafran, Lan Zhou
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2020/proceeding/paper/339m-modeling-impact-environmental-toxicants-on-estrogen-receptor-using-combined-image-analysis-big
Data-Driven Optimization of Integrated Planning and Scheduling Problems Under Demand Uncertainty
2020
Burcu Beykal, Styliani Avraamidou, Efstratios N Pistikopoulos
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2020/proceeding/session/interactive-session-data-and-information-systems
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
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
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
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
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
Estrogen Receptor Activity Prediction of Environmental Toxicants Using Image Analysis and Data-driven Modeling
2020
Hari S Ganesh, Lan Zhou, Adam T Szafran, Efstratios N Pistikopoulos, Fabio Stossi, Burcu Beykal, Michael A Mancini
Research Type: Poster/Presentation