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
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
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
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
Global Optimization of Constrained Grey-Box Models for Well Injection and Production
2016
Burcu Beykal, Eduardo Gildin, Hardikkumar Zalavadia, Nadav Sorek, Christodoulos A Floudas, Fani Boukouvala
Research Type: Conference Proceedings

https://proceedings.aiche.org/conferences/aiche-annual-meeting/2016/proceeding/paper/613h-global-optimization-constrained-grey-box-models-well-injection-and-production
Degradation Studies of Fuel Cell Cathode Catalyst Layers Using Machine Learning
Dietmar Gerteisen, Andres O Godoy, Burcu Beykal, Mariah Batool, Jasna Jankovic, Oluwafemi Joseph Sanumi, Patrick Schneider, Rajveer Singh, Nada Zamel
Research Type: Conference Proceedings

Dynamic System Identification from Scarce and Noisy Data Using Symbolic Regression
Georgios Bollas, Benjamin Cohen, Burcu Beykal
Research Type: Conference Proceedings