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Celal Cakiroglu ORCID

The following bibliography contains all publications indexed in this database that are linked with this name as either author, editor or any other kind of contributor.

  1. Cakiroglu, Celal / Tusher, Tanvir Hassan / Shahjalal, Md. / Islam, Kamrul / Billah, AHM Muntasir / Nehdi, Moncef L. (2024): Explainable ensemble learning graphical user interface for predicting rebar bond strength and failure mode in recycled coarse aggregate concrete. In: Developments in the Built Environment, v. 20 (December 2024).

    https://doi.org/10.1016/j.dibe.2024.100547

  2. Cakiroglu, Celal / Aydın, Yaren / Bekdaş, Gebrail / Isikdag, Umit / Sadeghifam, Aidin Nobahar / Abualigah, Laith (2024): Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach. In: Energy and Buildings, v. 313 (June 2024).

    https://doi.org/10.1016/j.enbuild.2024.114254

  3. Cakiroglu, Celal / Batool, Farnaz / Islam, Kamrul / Nehdi, Moncef L. (2024): Explainable ensemble learning predictive model for thermal conductivity of cement-based foam. In: Construction and Building Materials, v. 421 (March 2024).

    https://doi.org/10.1016/j.conbuildmat.2024.135663

  4. Liu, Tongxu / Cakiroglu, Celal / Islam, Kamrul / Wang, Zhen / Nehdi, Moncef L. (2024): Explainable machine learning model for predicting punching shear strength of FRC flat slabs. In: Engineering Structures, v. 301 (February 2024).

    https://doi.org/10.1016/j.engstruct.2023.117276

  5. Cakiroglu, Celal / Shahjalal, Md. / Islam, Kamrul / Mahmood, S. M. Faisal / Billah, A. H. M. Muntasir / Nehdi, Moncef L. (2023): Explainable ensemble learning data-driven modeling of mechanical properties of fiber-reinforced rubberized recycled aggregate concrete. In: Journal of Building Engineering, v. 76 (October 2023).

    https://doi.org/10.1016/j.jobe.2023.107279

  6. Cakiroglu, Celal / Islam, Kamrul / Bekdaş, Gebrail / Nehdi, Moncef L. (2023): Data-driven ensemble learning approach for optimal design of cantilever soldier pile retaining walls. In: Structures, v. 51 (May 2023).

    https://doi.org/10.1016/j.istruc.2023.03.109

  7. Cakiroglu, Celal / Islam, Kamrul / Bekdaş, Gebrail / Isikdag, Umit / Mangalathu, Sujith (2022): Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns. In: Construction and Building Materials, v. 356 (November 2022).

    https://doi.org/10.1016/j.conbuildmat.2022.129227

  8. Batool, Farnaz / Islam, Kamrul / Cakiroglu, Celal / Shahriar, Anjuman (2021): Effectiveness of wood waste sawdust to produce medium- to low-strength concrete materials. In: Journal of Building Engineering, v. 44 (December 2021).

    https://doi.org/10.1016/j.jobe.2021.103237

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