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
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

Data-Driven Optimization with Implicit Constraints: Application to an Ethane Steam Cracking Process
2018
Efstratios N Pistikopoulos, Onur Onel, Melis Onel, Burcu Beykal
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2018/proceeding/paper/126d-data-driven-optimization-implicit-constraints-application-ethane-steam-cracking-process
Optimal Chemical Grouping and Sorbent Material Design by Data Analysis, Modeling and Dimensionality Reduction Techniques
2018
Fred A Wright, Lan Zhou, Timothy D Phillips, Fabian A Grimm, Efstratios N Pistikopoulos, Meichen Wang, Ivan Rusyn, Melis Onel, Burcu Beykal
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-444-64235-6.50076-0
A hierarchical Food-Energy-Water Nexus (FEW-N) decision-making approach for Land Use Optimization
2018
Ioannis P E Pistikopoulos, Efstratios N Pistikopoulos, Styliani Avraamidou, Burcu Beykal
Research Type: Conference Proceedings

https://doi.org/10.1016/B978-0-444-64241-7.50309-8
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations
2018
Eduardo Gildin, Nadav Sorek, Fani Boukouvala, Christodoulos A. Floudas, Burcu Beykal, Hardikkumar Zalavadia
Research Type: Journal Article

https://doi.org/10.1016/j.compchemeng.2018.01.005
Optimal design of energy systems using constrained grey-box multi-objective optimization
2018
Efstratios N. Pistikopoulos, Christodoulos A. Floudas, Burcu Beykal, Fani Boukouvala
Research Type: Journal Article

https://doi.org/10.1016/j.compchemeng.2018.02.017
Grouping Complex Substances and Mixtures using Untargeted Exposomics Data
2018
Burcu Beykal, Efstratios N Pistikopoulos, Fred A Wright, Kyle Ferguson, Lan Zhou, Thomas J McDonald, Melis Onel, Rajib Mukherjee, Fabian A Grimm, John House, Ivan Rusyn
Research Type: Poster/Presentation

Development of Single Cell, Multi-parametric Medium/High Throughput Platforms and Informatics to Quantify and Classify Endocrine Disruptor Potential of Environmental Contaminants and Mixtures
2018
Arvind Rao, Melis Onel, Adam T Szafran, Pankaj Singh, Burcu Beykal, Efstratios N Pistikopoulos, Fabio Stossi, Rajib Mukherjee, Maureen G Mancini, Michael A Mancini
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

Data-Driven Modeling and Global Optimization of Constrained Grey-Box Computational Systems
2018
Efstratios N Pistikopoulos, Burcu Beykal
Research Type: Poster/Presentation

Optimal Constrained Grey-Box Multi- Objective Optimization Framework for Optimal Design of Energy Systems
2018
Burcu Beykal, Efstratios N Pistikopoulos, Christodoulos A Floudas, Fani Boukouvala
Research Type: Poster/Presentation

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

Data-Driven Modeling and Optimization of an Ethane Steam Cracker
2017
Efstratios N Pistikopoulos, Onur Onel, Melis Onel, Burcu Beykal
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2017/proceeding/paper/188w-data-driven-modeling-and-optimization-ethane-steam-cracker-0
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
Dimensionality reduction for production optimization using polynomial approximations
2017
Burcu Beykal, Fani Boukouvala, Eduardo Gildin, Nadav Sorek, Christodoulos A. Floudas
Research Type: Journal Article

https://doi.org/10.1007/s10596-016-9610-3
Advances in Global Optimization of Grey-Box Computational Systems and Applications to Highly Constrained Oil- Field Operations
2017
Burcu Beykal, Hardikkumar Zalavadia, Nadav Sorek, Christodoulos A Floudas, Fani Boukouvala, Eduardo Gildin
Research Type: Poster/Presentation

Optimization of Clustering Algorithms for Grouping of Complex Chemical Substances Based on Chemical and Biological Characteristics
2017
Fabian A Grimm, Ivan Rusyn, Burcu Beykal, Lan Zhou, Melis Onel, Efstratios N Pistikopoulos, Fred A Wright
Research Type: Poster/Presentation

Data-Driven Modeling and Optimization of Constrained Grey-Box Computational Problems Using ARGONAUT
2017
Christodoulos A Floudas, Efstratios N Pistikopoulos, Burcu Beykal, Fani Boukouvala
Research Type: Poster/Presentation