Burcu Beykal

Also affiliated with Clean Energy (United States)

EngineeringComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 18 papers. Top paper: “Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms”.

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

PLoS Computational Biology(2020)10.1371/journal.pcbi.1008191

N/A

0DataRank · unranked

15 citations

Burcu Beykal, Adam T. Szafran, Melis Onel, Fabio Stossi, Maureen G. Mancini +6 more

Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for a Steam Cracking Process

Industrial & Engineering Chemistry Research(2020)10.1021/acs.iecr.0c02657

N/A

0DataRank · unranked

21 citations

Burcu Beykal, Styliani Avraamidou, Iosif Pappas, Efstratios N. Pistikopoulos, Tong Qiu +1 more

DOMINO: Data-driven Optimization of bi-level Mixed-Integer NOnlinear Problems

Journal of Global Optimization(2020)10.1007/s10898-020-00890-3

N/A

0DataRank · unranked

41 citations

Styliani Avraamidou, Ioannis P.E. Pistikopoulos, Melis Onel, Efstratios N. Pistikopoulos, Burcu Beykal

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

Computers & Chemical Engineering(2021)10.1016/j.compchemeng.2021.107551

N/A

0DataRank · unranked

45 citations

Styliani Avraamidou, Efstratios N. Pistikopoulos, Burcu Beykal

Multiobjective Optimization of Mixed-Integer Linear Programming Problems: A Multiparametric Optimization Approach

Industrial & Engineering Chemistry Research(2021)10.1021/acs.iecr.1c01175

N/A

0DataRank · unranked

23 citations

Styliani Avraamidou, Justin Katz, Baris Burnak, Burcu Beykal, Metin Türkay +2 more

Bi-level Mixed-Integer Data-Driven Optimization of Integrated Planning and Scheduling Problems

Computer-aided chemical engineering/Computer aided chemical engineering(2021)10.1016/b978-0-323-88506-5.50265-5

N/A

0DataRank · unranked

12 citations

Styliani Avraamidou, Efstratios N. Pistikopoulos, Burcu Beykal

Predicting the Estrogen Receptor Activity of Environmental Chemicals by Single-Cell Image Analysis and Data-driven Modeling

Computer-aided chemical engineering/Computer aided chemical engineering(2021)10.1016/b978-0-323-88506-5.50076-0

N/A

0DataRank · unranked

3 citations

Burcu Beykal, Adam T. Szafran, Fabio Stossi, Lan Zhou, Michael A. Mancini +2 more

Continuous-Time Surrogate Models for Data-Driven Dynamic Optimization

Computer-aided chemical engineering/Computer aided chemical engineering(2022)10.1016/b978-0-323-95879-0.50035-7

N/A

0DataRank · unranked

9 citations

Nikolaos A. Diangelakis, Efstratios N. Pistikopoulos, Burcu Beykal

Machine learning methods for endocrine disrupting potential identification based on single-cell data

Chemical Engineering Science(2023)10.1016/j.ces.2023.119086

N/A

0DataRank · unranked

9 citations

Adam T. Szafran, Anh Tran, Hari S. Ganesh, Fabio Stossi, Lan Zhou +4 more

Binary Classification of the Endocrine Disrupting Chemicals by Artificial Neural Networks

Computer-aided chemical engineering/Computer aided chemical engineering(2023)10.1016/b978-0-443-15274-0.50418-2

N/A

0DataRank · unranked

2 citations

George F. Walker, Funda Iseri, Moustafa Ali, Adam T. Szafran, Fabio Stossi +4 more

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

Journal of Computational Physics(2024)10.1016/j.jcp.2024.113261

N/A

0DataRank · unranked

10 citations

Burcu Beykal, George M. Bollas, Benjamin G. Cohen

Toxicity of representative organophosphate, organochlorine, phenylurea, dinitroaniline, carbamate, and viologen pesticides to the growth and survival of H. vulgaris, L. minor, and C. elegans

Environmental Science and Pollution Research(2024)10.1007/s11356-024-32444-5

N/A

0DataRank · unranked

6 citations

Hasan Nikkhah, Meichen Wang, Burcu Beykal, Timothy D. Phillips, Kelly J. Rivenbark

Bilevel optimization of mixed-integer nonlinear integrated planning and scheduling problems using the DOMINO framework

Computer-aided chemical engineering/Computer aided chemical engineering(2024)10.1016/b978-0-443-28824-1.50319-7

N/A

0DataRank · unranked

4 citations

Vassilis M. Charitopoulos, Styliani Avraamidou, Burcu Beykal, Hasan Nikkhah

From Then to Now and Beyond: Exploring How Machine Learning Shapes Process Design Problems

Systems and Control Transactions(2024)10.69997/sct.116002

N/A

0DataRank · unranked

3 citations

Burcu Beykal

Bi-level data-driven enterprise-wide optimization with mixed-integer nonlinear scheduling problems

Digital Chemical Engineering(2025)10.1016/j.dche.2025.100218

N/A

0DataRank · unranked

9 citations

Zahir Aghayev, Amir Shahbazi, Vassilis M. Charitopoulos, Styliani Avraamidou, Burcu Beykal +1 more

Data-Driven Chance-Constrained Mixed Integer Nonlinear Bi-level Optimisation Via Copulas: Application To Integrated Planning And Scheduling Problems

Systems and Control Transactions(2025)10.69997/sct.169891

N/A

0DataRank · unranked

1 citations

Hasan Nikkhah, Meng‐Lin Tsai, Styliani Avraamidou, Burcu Beykal, Vassilis M. Charitopoulos +1 more

Selection of Fitness Criteria for Learning Interpretable PDE Solutions via Symbolic Regression

Systems and Control Transactions(2025)10.69997/sct.199083

N/A

0DataRank · unranked

0 citations

Burcu Beykal, George M. Bollas, Benjamin G. Cohen

Learning Approximate Symbolic Solutions to Burgers’ Equation using Symbolic Regression

IFAC-PapersOnLine(2025)10.1016/j.ifacol.2025.07.162

N/A

0DataRank · unranked

0 citations

Burcu Beykal, George M. Bollas, Benjamin G. Cohen