Celal Cakiroglu

7PUBLICATIONS
5CO-AUTHORS
Structural properties of condensed matterComputational complexity and computabilityChemical and thermal processes in energy and combustionData visualisation and computational (incl. parametric and generative) designPolymers and plastics
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Publications (7)

|Jun 12, 2026
Image-Based Classification of Concrete Carbonation Using YOLO Models.

|Sep 27, 2024
Explainable Ensemble Learning and Multilayer Perceptron Modeling for Compressive Strength Prediction of Ultra-High-Performance Concrete.

Yaren Aydın, Celal Cakiroglu, Gebrail Bekdaş

|Jul 14, 2023
Interpretable Predictive Modelling of Basalt Fiber Reinforced Concrete Splitting Tensile Strength Using Ensemble Machine Learning Methods and SHAP Approach.

Celal Cakiroglu, Yaren Aydın, Gebrail Bekdaş

|Oct 14, 2022
Optimization and Predictive Modeling of Reinforced Concrete Circular Columns.

Gebrail Bekdaş, Celal Cakiroglu, Sanghun Kim

|Jul 27, 2022
Optimal Dimensioning of Retaining Walls Using Explainable Ensemble Learning Algorithms.

Gebrail Bekdaş, Celal Cakiroglu, Sanghun Kim

|Apr 23, 2022
Interpretable Machine Learning Algorithms to Predict the Axial Capacity of FRP-Reinforced Concrete Columns.

Celal Cakiroglu, Kamrul Islam, Gebrail Bekdaş

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Frequent Collaborators

7 joint publications

Gebrail Bekdaş

6 joint publications

Zong Woo Geem

3 joint publications

Sanghun Kim

3 joint publications

Yaren Aydın