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Aybike Özyüksel Çiftçioğlu

Observed names: A. Ӧzyüksel Çiftçioğlu, Aybike Ozyuksel CiFtciOglu, Aybike Ozyuksel Ciftcioglu, Aybike ÖZYÜKSEL ÇİFTÇİOĞLU, Ciftcioglu, Aybike Ozyuksel, ozyuksel ciftcioglu, aybike, Özyüksel Çiftçioğlu, Aybike
Observed institution: Manisa Celal Bayar University
ORCID: 0000-0003-4424-7622
Observed ORCID: 0000-0003-4424-7622
OpenAlex ID: A5079406015
Gradient-based grey wolf optimizer with Gaussian walk: Application in modelling and prediction of the COVID-19 pandemic
2021 · Soheyl Khalilpourazari, Hossein Hashemi Doulabi, et al. · Expert Systems with Applications · 106
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RAGN-R: A multi-subject ensemble machine-learning method for estimating mechanical properties of advanced structural materials
2025 · F. Kazemi, A. Ӧzyüksel Çiftçioğlu, et al. · Computers & Structures · 103
Grey wolf optimizer integrated within boosting algorithm: Application in mechanical properties prediction of ultra high-performance concrete including carbon nanotubes
2025 · A. Ӧzyüksel Çiftçioğlu, F. Kazemi, et al. · Applied Materials Today · 86
Machine learning based shear strength prediction in reinforced concrete beams using Levy flight enhanced decision trees
2025 · Aybike Özyüksel Çiftçioğlu, Anıl Delikanlı, et al. · Scientific Reports · 72
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Designing energy-efficient high-precision multi-pass turning processes via robust optimization and artificial intelligence
2020 · Soheyl Khalilpourazari, Saman Khalilpourazary, et al. · Journal of Intelligent Manufacturing · 55
A comparison performance analysis of eight meta-heuristic algorithms for optimal design of truss structures with static constraints
2023 · Nima Khodadadi, Aybike Özyüksel Çiftçioğlu, et al. · Decision Analytics Journal · 37
Machine learning approach to predict the mechanical properties of cementitious materials containing carbon nanotubes
2024 · Nader M. Okasha, Masoomeh Mirrashid, et al. · Developments in the Built Environment · 33
Causal discovery and inference for evaluating fire resistance of structural members through causal learning and domain knowledge
2023 · M. Z. Naser, Aybike Özyüksel Çiftçioğlu · Structural Concrete · 24
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RAGN-L: A stacked ensemble learning technique for classification of Fire-Resistant columns
2023 · Aybike Özyüksel Çiftçioğlu · Expert Systems with Applications · 23
Hiding in plain sight: What can interpretable unsupervised machine learning and clustering analysis tell us about the fire behavior of reinforced concrete columns?
2022 · Aybike Özyüksel Çiftçioğlu, M.Z. Naser · Structures · 22
A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting
2023 · Giuseppe Varone, Cosimo Ieracitano, et al. · Entropy · 21
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Fire resistance evaluation through synthetic fire tests and generative adversarial networks
2024 · Aybike Özyüksel Çiftçioğlu, M. Z. Naser · Frontiers of Structural and Civil Engineering · 19
Advancing Shear Capacity Estimation in Rectangular RC Beams: A Cutting-Edge Artificial Intelligence Approach for Assessing the Contribution of FRP
2023 · Nima Ezami, Aybike Özyüksel Çiftçioğlu, et al. · Sustainability · 16
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Revisiting Forgotten Fire Tests: Causal Inference and Counterfactuals for Learning Idealized Fire-Induced Response of RC Columns
2023 · M. Z. Naser, Aybike Özyüksel Çiftçioğlu · Fire Technology · 13
Weight optimization of steel frames with cellular beams through improved hunting search algorithm
2019 · Erkan Dogan, Aybike Ozyuksel Ciftcioglu · Advances in Structural Engineering · 13
Exploring failure mechanisms in reinforced concrete slab-column joints: Machine learning and causal analysis
2025 · A. Ӧzyüksel Çiftçioğlu · Engineering Failure Analysis · 9
Machine learning–based causal inference framework for assessing the carbon footprint of sustainable concrete mixtures
2026 · Aybike Özyüksel Çiftçioğlu, Torkan Shafighfard · Journal of Building Engineering · 8
Identifying and estimating causal effects of bridge failures from observational data
2023 · Aybike Özyüksel Çiftçioğlu, M.Z. Naser · Journal of Infrastructure Intelligence and Resilience · 6
Enhancing Structural Evaluation: Machine Learning Approaches for Inadequate Reinforced Concrete Frames
2024 · Taha Yasin Altıok, Betül Üstüner, et al. · Iranian Journal of Science and Technology Transactions of Civil Engineering · 5
Taguchi-enhanced Grey Wolf Optimizer for robust design of cellular beams
2023 · Aybike Ozyuksel Ciftcioglu, Betul Ustuner, et al. · Mechanics Based Design of Structures and Machines · 5
Lévy flight and Chaos theory based metaheuristics for grayscale image thresholding
2023 · Sajad Ahmad Rather, Aybike Özyüksel Çiftçioğlu, et al. · Elsevier eBooks · 5
Impact Analysis of a Concrete Beam via Generative Adversarial Networks
2022 · Tuğrul ERDEM R, Engin GÜCÜYEN, et al. · International Journal of Recent Engineering Science · 4
A Study on the Performance of Grey Wolf Optimizer
2021 · Aybike Özyüksel Çiftçioğlu · Communications in computer and information science · 4
Estimation of Natural Frequencies of Pipe–Fluid–Mass System by Using Causal Discovery Algorithm
2022 · Begum Yurdanur Dagli, Abdulkerim Ergut, et al. · Arabian Journal for Science and Engineering · 3
Wind Load Design of Hangar-Type Closed Steel Structures with Different Roof Pitches Using Abaqus CAE Software
2017 · Aybike Özyüksel Çiftçioğlu, Sadık Alper Yıldızel, et al. · TEM Journal · 3
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Works count: 49
Citation count: 710
H-index: 13
I10-index: 15
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