| Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations B Beykal, F Boukouvala, CA Floudas, N Sorek, H Zalavadia, E Gildin Computers & Chemical Engineering 114, 99-110, 2018 | 84 | 2018 |
| Optimal design of energy systems using constrained grey-box multi-objective optimization B Beykal, F Boukouvala, CA Floudas, EN Pistikopoulos Computers & chemical engineering 116, 488-502, 2018 | 82 | 2018 |
| Influence of surface charge on the rate, extent, and structure of adsorbed Bovine Serum Albumin to gold electrodes B Beykal, M Herzberg, Y Oren, MS Mauter Journal of colloid and interface science 460, 321-328, 2015 | 54 | 2015 |
| Dimensionality reduction for production optimization using polynomial approximations N Sorek, E Gildin, F Boukouvala, B Beykal, CA Floudas Computational Geosciences 21, 247-266, 2017 | 49 | 2017 |
| Domino: Data-driven optimization of bi-level mixed-integer nonlinear problems B Beykal, S Avraamidou, IPE Pistikopoulos, M Onel, EN Pistikopoulos Journal of Global Optimization 78, 1-36, 2020 | 34 | 2020 |
| A hierarchical food-energy-water nexus (FEW-N) decision-making approach for land use optimization S Avraamidou, B Beykal, IPE Pistikopoulos, EN Pistikopoulos Computer Aided Chemical Engineering 44, 1885-1890, 2018 | 34 | 2018 |
| Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty B Beykal, S Avraamidou, EN Pistikopoulos Computers & chemical engineering 156, 107551, 2022 | 31 | 2022 |
| A data‐driven optimization algorithm for differential algebraic equations with numerical infeasibilities B Beykal, M Onel, O Onel, EN Pistikopoulos AIChE journal 66 (10), e16657, 2020 | 28 | 2020 |
| Grouping of complex substances using analytical chemistry data: A framework for quantitative evaluation and visualization M Onel, B Beykal, K Ferguson, WA Chiu, TJ McDonald, L Zhou, JS House, ... PloS one 14 (10), e0223517, 2019 | 28 | 2019 |
| Integrated modeling of transfer learning and intelligent heuristic optimization for a steam cracking process K Bi, B Beykal, S Avraamidou, I Pappas, EN Pistikopoulos, T Qiu Industrial & engineering chemistry research 59 (37), 16357-16367, 2020 | 21 | 2020 |
| A mechanistic review on machine learning-supported detection and analysis of volatile organic compounds for food quality and safety Y Feng, Y Wang, B Beykal, M Qiao, Z Xiao, Y Luo Trends in Food Science & Technology, 104297, 2023 | 20 | 2023 |
| Process design and technoeconomic analysis for zero liquid discharge desalination via LiBr absorption chiller integrated HDH-MEE-MVR system H Nikkhah, B Beykal Desalination 558, 116643, 2023 | 16 | 2023 |
| Frequency response of microcantilevers immersed in gaseous, liquid, and supercritical carbon dioxide E Uzunlar, B Beykal, K Ehrlich, D Sanli, A Jonáš, BE Alaca, A Kiraz, ... The Journal of Supercritical Fluids 81, 254-264, 2013 | 15 | 2013 |
| Optimal chemical grouping and sorbent material design by data analysis, modeling and dimensionality reduction techniques M Onel, B Beykal, M Wang, FA Grimm, L Zhou, FA Wright, TD Phillips, ... Computer Aided Chemical Engineering 43, 421-426, 2018 | 14 | 2018 |
| Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms R Mukherjee, B Beykal, AT Szafran, M Onel, F Stossi, MG Mancini, ... PLoS Computational Biology 16 (9), e1008191, 2020 | 13 | 2020 |
| Multiobjective optimization of mixed-integer linear programming problems: a multiparametric optimization approach I Pappas, S Avraamidou, J Katz, B Burnak, B Beykal, M Türkay, ... Industrial & engineering chemistry research 60 (23), 8493-8503, 2021 | 11 | 2021 |
| Bi-level mixed-integer data-driven optimization of integrated planning and scheduling problems B Beykal, S Avraamidou, EN Pistikopoulos Computer Aided Chemical Engineering 50, 1707-1713, 2021 | 10 | 2021 |
| A smart manufacturing strategy for multiparametric model predictive control in air separation systems D Kenefake, I Pappas, S Avraamidou, B Beykal, HS Ganesh, Y Cao, ... Journal of Advanced Manufacturing and Processing 4 (4), e10120, 2022 | 8 | 2022 |
| Combining experimental isotherms, minimalistic simulations, and a model to understand and predict chemical adsorption onto montmorillonite clays AA Orr, M Wang, B Beykal, HS Ganesh, SE Hearon, EN Pistikopoulos, ... ACS omega 6 (22), 14090-14103, 2021 | 8 | 2021 |
| Development of the texas A&M superfund research program computational platform for data integration, visualization, and analysis R Mukherjee, M Onel, B Beykal, AT Szafran, F Stossi, MA Mancini, L Zhou, ... Computer Aided Chemical Engineering 46, 967-972, 2019 | 5 | 2019 |
Stratos PistikopoulosTEES Distinguished Research Professor, Texas A&M UniversityVerified email at tamu.edu
