Burcu Beykal

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Top Venues

Comput. Chem. Eng.

J. Comput. Phys.

PLoS Comput. Biol.

Publications

Benjamin Cohen, Burcu Beykal, George M. Bollas
Physics-informed genetic programming for discovery of partial differential equations from scarce and noisy data. J. Comput. Phys. 514 (2024)
Benjamin Cohen, Burcu Beykal, George M. Bollas
Dynamic System Identification from Scarce and Noisy Data Using Symbolic Regression. CDC (2023)
Burcu Beykal, Styliani Avraamidou, Efstratios N. Pistikopoulos
Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty. Comput. Chem. Eng. 156 (2022)
Rajib Mukherjee, Burcu Beykal, Adam T. Szafran, Melis Onel, Fabio Stossi, Maureen G. Mancini, Dillon Lloyd, Fred A. Wright, Lan Zhou, Michael A. Mancini, Efstratios N. Pistikopoulos
Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms. PLoS Comput. Biol. 16 (9) (2020)
Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Optimal design of energy systems using constrained grey-box multi-objective optimization. Comput. Chem. Eng. 116 (2018)
Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Nadav Sorek, Hardikkumar Zalavadia, Eduardo Gildin
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations. Comput. Chem. Eng. 114 (2018)