Gebrai̇l Bekdaş - Publications, H-index & Citations

Gebrai̇l Bekdaş

Istanbul University-Cerrahpaşa

34H指数

365论文数

4.5K被引数

收录论文 69

发表时间

A Robust Model Evaluation Process for Early-Stage Cooling Load Prediction of Buildings 建筑早期阶段冷负荷预测的鲁棒模型评估过程

Processes

IF2.8

2026-09-01

OAAI

Yaren Aydın; Ümit Işıkdağ; Sinan Melih Nigdeli; Gebrail Bekdaş; Wook-Won Kim; Zong Woo Geem

Image-Based Classification of Concrete Carbonation Using YOLO Models 基于YOLO模型的混凝土碳化图像分类

Materials

IF3.2

2026-05-23

OAAI

Yaren Aydın; Ümit Işıkdağ; Sinan Melih Nigdeli; Gebrail Bekdaş; Celal Cakiroglu

Parameter-Free Metaheuristic-Based Method for Reinforced Concrete Frame Cost Optimization 基于元启发式算法的无参数钢筋混凝土框架成本优化方法

Journal of Composites Science

IF3.7

2026-04-27

OAAI

Elmas Rakıcı Güldal; Sinan Melih Nigdeli; Gebrail Bekdaş; Zong Woo Geem

A SHAP-Based Analysis for Explaining Income Group Misclassification Through Environmental Health Performance 基于SHAP的环境健康绩效对收入群体误分类的解释分析

Sustainability

IF3.3

2026-04-21

OAAI

Esra Erarslan; Celal Cakiroglu; Mehmet Hakan Özdemir; Batin Latif Aylak; Sinan Melih Nigdeli; Gebrail Bekdaş

Reliable chloride permeability prediction in SCM-blended concrete: A conformal approach for risk-aware mixture design 掺入SCM混凝土中氯离子渗透性的可靠预测：一种风险感知配合比设计的保形方法

Results in Engineering

IF7.9

2026-04-20

OAAI

Celal Cakiroglu; Kasim A. Korkmaz; Gebrail Bekdaş; Moncef L. Nehdi

Data-Driven Prediction of Rebar Corrosion Parameters in Mortar and Simulated Pore Solution Using Optimised Extreme Gradient Boosting Models 基于优化极端梯度提升模型的数据驱动预测：砂浆和模拟孔隙溶液中钢筋腐蚀参数

Coatings

IF2.8

2026-04-10

OAAI

Celal Cakiroglu; Gebrail Bekdaş; Soujanya Pillala; Zong Woo Geem

Process-Integrated Optimization and Symbolic Regression for Direct Prediction of CFRP Area in Masonry Wall Strengthening 工艺集成优化与符号回归在砌体墙加固中直接预测CFRP面积的应用

Processes

IF2.8

2026-04-06

OAAI

Gebrail Bekdaş; Ammar Khalbous; Sinan Melih Nigdeli; Ümit Işıkdağ

Interpretable Machine Learning for Compressive Strength Prediction of Fly Ash-Based Geopolymer Concrete 基于粉煤灰地聚合物混凝土抗压强度预测的可解释机器学习

Sustainability

IF3.3

2026-02-27

OAAI

Farnaz Ahadian; Ümit Işıkdağ; Gebrail Bekdaş; Sinan Melih Nigdeli; Celal Cakiroglu; Zong Woo Geem

Detection Models for Concrete Crack Using Deep Learning Approaches: A Review 基于深度学习方法的混凝土裂缝检测模型：综述

Structural Engineering International

IF1.4

2026-02-01

PREAI

Aydin, Yaren; Orman, Zeynep; Bekdas, Gebrail

Multi-Objective Adaptive Harmony Search for Optimization of Seismic Base Isolator Systems 多目标自适应和声搜索在地震基底隔震系统优化中的应用

GeoHazards

IF1.6

2026-01-06

PREAI

Ocak, Ayla; Nigdeli, Sinan Melih; Bekdas, Gebrail; Geem, Zong Woo

Factors Influencing Perceived Ease of Use and Usefulness of BIM Tools 影响BIM工具感知易用性和有用性的因素

Buildings

IF3.1

2025-12-25

OAAI

Ümit Işıkdağ; Yaren Aydın; Gebrail Bekdaş; Jason Underwood

Optimum Carbon Fiber Reinforced Polymer (CFRP) Design for Flexural Strengthening of Cantilever Concrete Walls Using Artificial Neural Networks 使用人工神经网络对悬臂混凝土墙进行抗弯加固的优化碳纤维增强聚合物（CFRP）设计

Polymers

IF4.9

2025-12-12

OAAI

Gebrail Bekdaş; Ammar Khalbous; Sinan Melih Nigdeli; Ümit Işıkdağ

Predicting the total heating and cooling energy consumption with ultra high-performance fiber reinforced concrete facade panels using explainable machine learning models 使用可解释机器学习模型预测超高性能纤维增强混凝土幕墙板的总体供暖和制冷能耗

Energy Reports

IF5.1

2025-10-28

OAAI

Yaren Aydın; Celal Cakiroglu; Gebrail Bekdaş; Laith Abualigah; Zong Woo Geem

Fire Resistance Prediction in FRP-Strengthened Structural Elements: Application of Advanced Modeling and Data Augmentation Techniques FRP加固结构构件的耐火性能预测：先进建模和数据增强技术的应用

Processes 2025, Vol. 13, Page 3053

IF2.8

2025-10-01

OAAI

Ümit Işıkdağ; Yaren Aydın; Gebrail Bekdaş; Celal Cakiroglu; Zong Woo Geem

A Real-Time Advisory Tool for Supporting the Use of Helmets in Construction Sites 一个支持建筑工地头盔使用的实时咨询工具

INFORMATION

IF2.9

2025-09-24

OAAI

Isikdag, Umit; Cemrek, Handan As; Sonmez, Seda; Aydin, Yaren; Bekdas, Gebrail; Geem, Zong Woo

Adaptive Harmony Search-Based Optimization of Tuned Mass Damper Inerters Under Near-Fault Earthquake Records 基于自适应和声搜索的调谐质量阻尼器惯性器在近断层地震记录下的优化

GEOHAZARDS

IF0

2025-09-11

OAAI

Aydin, Yaren; Bekdas, Gebrail; Nigdeli, Sinan Melih; Kim, Sanghun; Geem, Zong Woo

Predicting design suitability of box-shaped sustainable timber structural members using machine learning and hyperparameter optimization 使用机器学习和高超参数优化预测盒状可持续木材结构构件的设计适用性

neural computing applications

IF0

2025-08-16

PREAI

Muhammed Cosut; Gebrail Bekdas; Sinan Melih Nigdeli; Umit Isikdag

Optimization and performance assessment of Multi-Tuned Mass Dampers (MTMD) to mitigate seismic pounding of adjacent buildings via a novel hybrid algorithm 基于新型混合算法的Multi-Tuned Mass Dampers (MTMD)优化与性能评估，以减轻相邻建筑物的地震碰撞

JOURNAL OF BUILDING ENGINEERING

IF7.4

2025-06-01

PREAI

Djerouni, Salah; Bekdas, Gebrail; Nigdeli, Sinan Melih

An Investigation into the Ability of a Solar Photovoltaic-Hydrogen System to Meet the Electrical Energy Demand of Houses in Different Cities in Türkiye 对太阳能光伏-氢系统在不同土耳其城市满足住宅电力需求能力的调查

SUSTAINABILITY

IF3.3

2025-03-24

OAAI

Ozcelep, Yasin; Bekdas, Gebrail; Apak, Sudi

Modeling Soil Behavior with Machine Learning: Static and Cyclic Properties of High Plasticity Clays Treated with Lime and Fly Ash

BUILDINGS

IF3.1

2025-01-19

OAAI

Bekdas, Gebrail; Aydin, Yaren; Nigdeli, Sinan Melih; Unver, Inci Sut; Kim, Wook-Won; Geem, Zong Woo

研究方向