| Use of machine learning techniques in soil classification Y Aydın, Ü Işıkdağ, G Bekdaş, SM Nigdeli, ZW Geem Sustainability 15 (3), 2374, 2023 | 45 | 2023 |
| Interpretable predictive modelling of basalt fiber reinforced concrete splitting tensile strength using ensemble machine learning methods and SHAP approach C Cakiroglu, Y Aydın, G Bekdaş, ZW Geem Materials 16 (13), 4578, 2023 | 35 | 2023 |
| Machine learning models for ecofriendly optimum design of reinforced concrete columns Y Aydın, G Bekdaş, SM Nigdeli, Ü Isıkdağ, S Kim, ZW Geem Applied Sciences 13 (7), 4117, 2023 | 15 | 2023 |
| Prediction of cooling load of tropical buildings with machine learning G Bekdaş, Y Aydın, Ü Isıkdağ, AN Sadeghifam, S Kim, ZW Geem Sustainability 15 (11), 9061, 2023 | 14 | 2023 |
| Neural network predictive models for alkali-activated concrete carbon emission using metaheuristic optimization algorithms Y Aydın, C Cakiroglu, G Bekdaş, Ü Işıkdağ, S Kim, J Hong, ZW Geem Sustainability 16 (1), 142, 2023 | 10 | 2023 |
| Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach C Cakiroglu, Y Aydın, G Bekdaş, U Isikdag, AN Sadeghifam, L Abualigah Energy and Buildings 313, 114254, 2024 | 7 | 2024 |
| The State of Art in Machine Learning Applications in Civil Engineering Y Aydin, G Bekdaş, Ü Işıkdağ, SM Nigdeli Hybrid Metaheuristics in Structural Engineering: Including Machine Learning …, 2023 | 7 | 2023 |
| Comparison of Multilayer Perceptron and Other Methods for Prediction of Sustainable Optimum Design of Reinforced Concrete Columns Y Aydın, G Bekdaş, SM Nigdeli, Ü Işıkdağ, ZW Geem Hybrid Metaheuristics in Structural Engineering: Including Machine Learning …, 2023 | 5 | 2023 |
| Optimizing artificial neural network architectures for enhanced soil type classification Y Aydin, G Bekdas, U Isikdag, SM Nigdeli, ZW Geem Geomechanics and Engineering 37 (3), 263-277, 2024 | 4 | 2024 |
| Explainable Ensemble Learning and Multilayer Perceptron modeling for compressive strength prediction of Ultra-high-performance concrete Y Aydın, C Cakiroglu, G Bekdaş, ZW Geem Biomimetics 9 (9), 544, 2024 | 3 | 2024 |
| Archimedes Optimization Algorithm for Optimization of Tuned Mass Dampers in Structural Control Y Aydin, SM Nigdeli, G Bekdaş Available at SSRN 4750319, 2024 | 2 | 2024 |
| Reinforced Concrete Beam Optimization via Flower Pollination Algorithm by Changing Switch Probability Parameter Y Aydın, G Bekdaş, SM Nigdeli International Conference on Intelligent Computing & Optimization, 66-74, 2023 | 2 | 2023 |
| Corrigendum to “Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach”[Energy Build. 313 (2024 … C Cakiroglu, Y Aydın, G Bekdaş, U Isikdag, AN Sadeghifam, L Abualigah Energy and Buildings, 114329, 2024 | 1 | 2024 |
| Parametric Investigation of Archimedes Optimization Algorithm for a Structural Problem Y Aydin, SM Nigdeli, G Bekdaş Available at SSRN 4750288, 2024 | 1 | 2024 |
| A Review of Metaheuristic-Based Optimum Design of Reinforced Concrete Structures: Multi-Objective Optimization of Reinforced Concrete Columns Y Aydın, SM Nigdeli, G Bekdaş, S Kim, ZW Geem Advanced Optimization Applications in Engineering, 116-151, 2024 | 1 | 2024 |
| Archimedes Optimization Algorithm on A Structural Optimization Problem Y Aydın, SM Nigdeli, G Bekdaş ICO-2023: 6th International Conference on Intelligent Computing …, 2023 | 1 | 2023 |
| Modeling Soil Behavior with Machine Learning: Static and Cyclic Properties of High Plasticity Clays Treated with Lime and Fly Ash G Bekdaş, Y Aydın, SM Nigdeli, İS Ünver, WW Kim, ZW Geem Buildings 15 (2), 288, 2025 | | 2025 |
| Shear Wave Velocity Prediction with Hyperparameter Optimization G Bekdaş, Y Aydın, U Işıkdağ, SM Nigdeli, D Hajebi, TH Kim, ZW Geem Information 16 (1), 60, 2025 | | 2025 |
| Adaptive Neural Architecture Search Using Meta-Heuristics: Discovering Fine-Tuned Predictive Models for Photocatalytic CO2 Reduction Ü Işıkdağ, G Bekdaş, Y Aydın, S Apak, J Hong, ZW Geem Sustainability 16 (23), 10756, 2024 | | 2024 |
| Parameter Optimization of Tuned Mass Damper Inerter via Adaptive Harmony Search. Y Aydın, G Bekdaş, SM Nigdeli, ZW Geem CMES-Computer Modeling in Engineering & Sciences 141 (3), 2024 | | 2024 |
Gebrail Bekdaşİstanbul Üniversitesi-Cerrahpaşa, İnşaat mühendisliği bölümüZweryfikowany adres z iuc.edu.tr