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Yaren Aydın

Istanbul University-Cerrahpasa

9H指数
43论文数
322被引数
收录论文 18
发表时间
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Prediction of Ultra-High-Performance Concrete (UHPC) Compressive Strength in Structural Applications Using Machine Learning: A Comprehensive Evaluation via Multiple Random Seeds and Hyperparameter Optimization基于机器学习在结构应用中预测超高性能混凝土（UHPC）抗压强度的研究：通过多随机种子和超参数优化的全面评估
errBuildings
IF3.1
err2026-10-03
err0
errOAAI
errÜmit Işıkdağ; Yaren Aydın; Sinan Melih Nigdeli; Gebrail Bekdaş
err分享
err收藏
A Comparison of Coating-Defect Detection Models for Wind Turbine Towers风电机塔筒涂层缺陷检测模型比较
errCoatings
IF2.8
err2026-09-29
err0
errOAAI
errÜmit Işıkdağ; Yaren Aydın; Sinan Melih Nigdeli; Gebrail Bekdaş
err分享
err收藏
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
errProcesses
IF2.8
err2026-09-01
err0
errOAAI
errYaren Aydın; Ümit Işıkdağ; Sinan Melih Nigdeli; Gebrail Bekdaş; Wook-Won Kim; Zong Woo Geem
err分享
err收藏
Image-Based Classification of Concrete Carbonation Using YOLO Models基于YOLO模型的混凝土碳化图像分类
errMaterials
IF3.2
err2026-05-23
err0
errOAAI
errYaren Aydın; Ümit Işıkdağ; Sinan Melih Nigdeli; Gebrail Bekdaş; Celal Cakiroglu
err分享
err收藏
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
errStructural Engineering International
IF1.4
err2026-02-01
err0
PREAI
errAydin, Yaren; Orman, Zeynep; Bekdas, Gebrail
err分享
err收藏
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
errEnergy Reports
IF5.1
err2025-10-28
err0
errOAAI
errYaren Aydın; Celal Cakiroglu; Gebrail Bekdaş; Laith Abualigah; Zong Woo Geem
err分享
err收藏
Fire Resistance Prediction in FRP-Strengthened Structural Elements: Application of Advanced Modeling and Data Augmentation TechniquesFRP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
errProcesses 2025, Vol. 13, Page 3053
IF2.8
err2025-10-01
err0
errOAAI
errÜmit Işıkdağ; Yaren Aydın; Gebrail Bekdaş; Celal Cakiroglu; Zong Woo Geem
err分享
err收藏
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
errINFORMATION
IF2.9
err2025-09-24
err0
errOAAI
errIsikdag, Umit; Cemrek, Handan As; Sonmez, Seda; Aydin, Yaren; Bekdas, Gebrail; Geem, Zong Woo
err分享
err收藏
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
errGEOHAZARDS
IF0
err2025-09-11
err0
errOAAI
errAydin, Yaren; Bekdas, Gebrail; Nigdeli, Sinan Melih; Kim, Sanghun; Geem, Zong Woo
err分享
err收藏
Modeling Soil Behavior with Machine Learning: Static and Cyclic Properties of High Plasticity Clays Treated with Lime and Fly Ash
errBUILDINGS
IF3.1
err2025-01-19
err1
errOAAI
errBekdas, Gebrail; Aydin, Yaren; Nigdeli, Sinan Melih; Unver, Inci Sut; Kim, Wook-Won; Geem, Zong Woo
err分享
err收藏
Adaptive Neural Architecture Search Using Meta-Heuristics: Discovering Fine-Tuned Predictive Models for Photocatalytic CO2 Reduction基于元启发式算法的自适应神经网络架构搜索：发现针对光催化CO2还原的精细调整预测模型
errSUSTAINABILITY
IF3.3
err2024-12-08
err1
errOAAI
errIsikdag, Umit; Bekdas, Gebrail; Aydin, Yaren; Apak, Sudi; Hong, Junhee
err分享
err收藏
Explainable Ensemble Learning and Multilayer Perceptron Modeling for Compressive Strength Prediction of Ultra-High-Performance Concrete
errBIOMIMETICS
IF3.9
err2024-09-09
err5
errOAAI
errAydin, Yaren; Cakiroglu, Celal; Bekdas, Gebrail; Geem, Zong Woo
err分享
err收藏
Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach (vol 313, 114254, 2024)
errENERGY AND BUILDINGS
IF7.1
err2024-07-01
err0
PREAI
errCakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Abualigah, Laith
err分享
err收藏
Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach
errENERGY AND BUILDINGS
IF7.1
err2024-06-01
err7
PREAI
errCakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Abualigah, Laith
err分享
err收藏
Neural Network Predictive Models for Alkali-Activated Concrete Carbon Emission Using Metaheuristic Optimization Algorithms
errSUSTAINABILITY
IF3.3
err2023-12-22
err6
errOAAI
errAydin, Yaren; Cakiroglu, Celal; Bekdas, Gebrail; Isikdag, Umit; Kim, Sanghun; Hong, Junhee; Geem, Zong Woo
err分享
err收藏
Interpretable Predictive Modelling of Basalt Fiber Reinforced Concrete Splitting Tensile Strength Using Ensemble Machine Learning Methods and SHAP Approach使用集成机器学习方法和SHAP方法对玄武岩纤维增强混凝土劈裂抗拉强度进行可解释的预测建模
errMATERIALS
IF3.2
err2023-06-25
err36
errOAAI
errCakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Geem, Zong Woo
err分享
err收藏
Prediction of Cooling Load of Tropical Buildings with Machine Learning
errSUSTAINABILITY
IF3.3
err2023-06-03
err9
errOAAI
errBekdas, Gebrail; Aydin, Yaren; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Kim, Sanghun; Geem, Zong Woo
err分享
err收藏
Use of Machine Learning Techniques in Soil Classification机器学习技术在土壤分类中的应用
errSUSTAINABILITY
IF3.3
err2023-01-28
err28
errOAAI
errAydin, Yaren; Isikdag, Umit; Bekdas, Gebrail; Nigdeli, Sinan Melih; Geem, Zong Woo
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
L
Laith Abualigah
H 指数: 83 · 论文数: 790
Z
Zong Woo Geem
H 指数: 60 · 论文数: 320
G
Gebrai̇l Bekdaş
H 指数: 34 · 论文数: 368
S
Sinan Melih Niğdeli
H 指数: 30 · 论文数: 288
Ü
Ümit Işıkdağ
H 指数: 25 · 论文数: 118
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