Burcu Beykal

According to our database, Burcu Beykal authored at least 8 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Hyperparameter optimization of non-linear machine learning models using bi-level data-driven optimization.

Amir Shahbazi, Hasan Nikkhah, Zahir Aghayev, Burcu Beykal

Comput. Chem. Eng., 2026

2025

Dynamic and stochastic optimization of algae cultivation process.

Sercan Kivanc, Burcu Beykal, Ozgun Deliismail, Hasan Sildir

Comput. Chem. Eng., 2025

2024

Physics-informed genetic programming for discovery of partial differential equations from scarce and noisy data.

Benjamin Cohen, Burcu Beykal, George M. Bollas

J. Comput. Phys., 2024

2023

Dynamic System Identification from Scarce and Noisy Data Using Symbolic Regression.

Benjamin Cohen, Burcu Beykal, George M. Bollas

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty.

Burcu Beykal, Styliani Avraamidou, Efstratios N. Pistikopoulos

Comput. Chem. Eng., 2022

2020

Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms.

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

PLoS Comput. Biol., 2020

2018

Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations.

Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Nadav Sorek, Hardikkumar Zalavadia, Eduardo Gildin

Comput. Chem. Eng., 2018

Optimal design of energy systems using constrained grey-box multi-objective optimization.

Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Efstratios N. Pistikopoulos

Comput. Chem. Eng., 2018