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Ümit Işıkdağ

mimar sinan fine arts university

25H指数
116论文数
2.1K被引数
收录论文 25
发表时间
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Short- and Long-Term Electrochemical Response Prediction of Ni-Al-Powder-Coated Steel with Machine Learning基于机器学习的Ni-Al粉末涂层钢的短期和长期电化学响应预测
errCoatings
IF2.8
err2026-09-20
err0
errOAAI
errAyla Ocak; Ümit Işıkdağ; 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
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
errSustainability
IF3.3
err2026-02-27
err0
errOAAI
errFarnaz Ahadian; Ümit Işıkdağ; Gebrail Bekdaş; Sinan Melih Nigdeli; Celal Cakiroglu; Zong Woo Geem
err分享
err收藏
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
errBuildings
IF3.1
err2025-12-25
err0
errOAAI
errÜmit Işıkdağ; Yaren Aydın; Gebrail Bekdaş; Jason Underwood
err分享
err收藏
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
errPolymers
IF4.9
err2025-12-12
err0
errOAAI
errGebrail Bekdaş; Ammar Khalbous; Sinan Melih Nigdeli; Ümit Işıkdağ
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
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
errneural computing applications
IF0
err2025-08-16
err0
PREAI
errMuhammed Cosut; Gebrail Bekdas; Sinan Melih Nigdeli; Umit Isikdag
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
Drying shrinkage and crack width prediction using machine learning in mortars containing different types of industrial by-product fine aggregates
errJOURNAL OF BUILDING ENGINEERING
IF7.4
err2024-11-01
err1
PREAI
errOcak, Ayla; Bekdas, Gebrail; Isikdag, Umit; Nigdeli, Sinan Melih; Bilir, Turhan
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
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
Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns
errCONSTRUCTION AND BUILDING MATERIALS
IF8
err2022-11-01
err56
PREAI
errCakiroglu, Celal; Islam, Kamrul; Bekdas, Gebrail; Isikdag, Umit; Mangalathu, Sujith
err分享
err收藏
The LADM Valuation Information Model and its application to the Turkey case
errLAND USE POLICY
IF5.9
err2021-05-01
err24
errOAAI
errKara, Abdullah; Cagdas, Volkan; Isikdag, Umit; van Oosterom, Peter; Lemmen, Christiaan; Stubkjaer, Erik
err分享
err收藏
3 Dimensional data research for property valuation in the context of the LADM Valuation Information Model基于LADM估价信息模型的房地产估价三维数据研究
errLAND USE POLICY
IF5.9
err2020-11-01
err40
errOAAI
errKara, Abdullah; van Oosterom, Peter; Cagdas, Volkan; Isikdag, Umit; Lemmen, Christiaan
err分享
err收藏
An IOT architecture for facilitating integration of geoinformation促进地理信息集成的物联网架构
errINTERNATIONAL JOURNAL OF ENGINEERING AND GEOSCIENCES
IF2.5
err2020-02-01
err2
errOAAI
errIsikdag, Umit
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: 789
Z
Zong Woo Geem
H 指数: 60 · 论文数: 320
S
Sisi Zlatanova
H 指数: 44 · 论文数: 498
S
Sujith Mangalathu
H 指数: 38 · 论文数: 123
P
Peter van Oosterom
H 指数: 35 · 论文数: 235
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