Gebrail Bekdas

According to our database, Gebrail Bekdas authored at least 29 papers between 2015 and 2026.

Collaborative distances:

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

2026

Robust Prediction of Compressive Strength of SCM Concrete with Nested Cross-Validation and Bayesian Optimization.

Ümit Isikdag, Gebrail Bekdas, Sinan Melih Nigdeli, Farnaz Ahadian, Zong Woo Geem

Algorithms, 2026

2025

Predicting design suitability of box-shaped sustainable timber structural members using machine learning and hyperparameter optimization.

Muhammed Çosut, Gebrail Bekdas, Sinan Melih Nigdeli, Ümit Isikdag

Neural Comput. Appl., October, 2025

Predicting the area moment of inertia of beam and column using machine learning and HyperNetExplorer.

Yaren Aydin, Sinan Melih Nigdeli, Mostafa Roozbahan, Gebrail Bekdas, Ümit Isikdag

Neural Comput. Appl., July, 2025

Searching for the Best Artificial Neural Network Architecture to Estimate Column and Beam Element Dimensions.

Ayla Ocak, Gebrail Bekdas, Sinan Melih Nigdeli, Umit Isikdag, Zong Woo Geem

Inf., 2025

A Real-Time Advisory Tool for Supporting the Use of Helmets in Construction Sites.

Ümit Isikdag, Handan As Çemrek, Seda Sönmez, Yaren Aydin, Gebrail Bekdas, Zong Woo Geem

Inf., 2025

Shear Wave Velocity Prediction with Hyperparameter Optimization.

Gebrail Bekdas, Yaren Aydin, Umit Isikdag, Sinan Melih Nigdeli, Dara Hajebi, Tae-Hyung Kim, Zong Woo Geem

Inf., 2025

Machine Learning-Based Prediction of Operability for Friction Pendulum Isolators Under Seismic Design Levels.

Ayla Ocak, Batuhan Kahvecioglu, Sinan Melih Nigdeli, Gebrail Bekdas, Ümit Isikdag, Zong Woo Geem

Big Data Cogn. Comput., 2025

2023

A hybrid artificial intelligence model for design of reinforced concrete columns.

Sinan Melih Nigdeli, Melda Yücel, Gebrail Bekdas

Neural Comput. Appl., April, 2023

2022

A hybrid metaheuristic method for optimization of active tuned mass dampers.

Aylin Ece Kayabekir, Sinan Melih Nigdeli, Gebrail Bekdas

Comput. Aided Civ. Infrastructure Eng., 2022

Minimization of the CO₂ Emission for Optimum Design of T-Shape Reinforced Concrete (RC) Beam.

Melda Yücel, Sinan Melih Nigdeli, Gebrail Bekdas

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Prediction of Minimum CO₂ Emission for Rectangular Shape Reinforced Concrete (RC) Beam.

Melda Yücel, Gebrail Bekdas, Sinan Melih Nigdeli

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

The Robustness of Tuned Liquid Dampers Optimized via Metaheuristic Methods.

Ayla Ocak, Sinan Melih Nigdeli, Gebrail Bekdas

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Comparison of Classical and Adaptive Parameter Setting for Harmony Search on a Structural Optimization Problem.

Ayla Ocak, Gebrail Bekdas, Sinan Melih Nigdeli

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

The Investigation of Optimization of Eccentricity in Reinforced Concrete Footings.

Sinan Melih Nigdeli, Gebrail Bekdas

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Control of Reinforced Concrete Frame Structures via Active Tuned Mass Dampers.

Aylin Ece Kayabekir, Gebrail Bekdas, Sinan Melih Nigdeli

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Investigation of Required Numbers of Runs for Verification of Jaya Algorithm for a Structural Engineering Problem.

Muhammed Çosut, Gebrail Bekdas, Sinan Melih Nigdeli

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Cost Optimization and Comparison of Rectangular Cross-section Reinforced Concrete Beams Using TS500, Eurocode 2, and ACI 318 Code.

Muhammed Çosut, Gebrail Bekdas, Sinan Melih Nigdeli

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Sensitivity Analysis on Structural Optimization Using Jaya Algorithm.

Mehmet Berat Bilgin, Sinan Melih Nigdeli, Gebrail Bekdas

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Comparative Study on Optimization of Cantilever Retaining Walls via Several Metaheuristics.

Sena Aral, Gebrail Bekdas, Sinan Melih Nigdeli

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

2021

Optimization of Truss Structures with Sizing of Bars by Using Hybrid Algorithms.

Melda Yücel, Gebrail Bekdas, Sinan Melih Nigdeli

ICO, 2021

Analysis of Non-linear Structural Systems via Hybrid Algorithms.

Sinan Melih Nigdeli, Gebrail Bekdas, Melda Yücel, Aylin Ece Kayabekir, Yusuf Cengiz Toklu

ICO, 2021

Adaptive Harmony Search for Cost Optimization of Reinforced Concrete Columns.

Aylin Ece Kayabekir, Sinan Melih Nigdeli, Gebrail Bekdas

ICO, 2021

Optimum Design of Tuned Mass Dampers for Adjacent Structures via Flower Pollination Algorithm.

Sinan Melih Nigdeli, Gebrail Bekdas, Xin-She Yang

Proceedings of the Computational Science - ICCS 2021, 2021

2017

Optimum Tuning of Mass Dampers by Using a Hybrid Method Using Harmony Search and Flower Pollination Algorithm.

Sinan Melih Nigdeli, Gebrail Bekdas, Xin-She Yang

Proceedings of the Harmony Search Algorithm, 2017

Tuning and Position Optimization of Mass Dampers for Seismic Structures.

Sinan Melih Nigdeli, Gebrail Bekdas

Proceedings of the Harmony Search Algorithm, 2017

Metaheuristic Based Optimization for Tuned Mass Dampers Using Frequency Domain Responses.

Gebrail Bekdas, Sinan Melih Nigdeli, Xin-She Yang

Proceedings of the Harmony Search Algorithm, 2017

Modified Harmony Search for Optimization of Reinforced Concrete Frames.

Gebrail Bekdas, Sinan Melih Nigdeli

Proceedings of the Harmony Search Algorithm, 2017

2015

Harmony Search Algorithm Approach for Optimum Design of Post-Tensioned Axially Symmetric Cylindrical Reinforced Concrete Walls.

Gebrail Bekdas

J. Optim. Theory Appl., 2015

Sizing optimization of truss structures using flower pollination algorithm.

Gebrail Bekdas, Sinan Melih Nigdeli, Xin-She Yang

Appl. Soft Comput., 2015