Yazar "Islam, Kamrul" için listeleme
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Data-driven ensemble learning approach for optimal design of cantilever soldier pile retaining walls
Çakıroğlu, Celal; Islam, Kamrul; Bektaş, Gebrail; Nehdi, Moncef L. (Elsevier, 2023)Cantilever soldier pile retaining walls are used to ensure the stability of excavations. This paper deploys ensemble machine learning algorithms towards achieving optimum design of these structures. A large dataset was ... -
Explainable ensemble learning data-driven modeling of mechanical properties of fiber-reinforced rubberized recycled aggregate concrete
Çakıroğlu, Celal; Shahjalal, Md.; Islam, Kamrul; Mahmood, S.M. Faisal; Billah, A.H.M. Muntasir (Elsevier, 2023)Colossal amounts of construction and demolition waste (C&D) and waste tires have become a considerable global environmental concern. To alleviate this issue, it is proposed to use crumb rubber (CR) derived from waste ... -
Explainable machine learning model for predicting punching shear strength of FRC flat slabs
Çakıroğlu, Celal; Liu, Tongxu; Islam, Kamrul; Wang, Zhen; Nehdi, Moncef L. (Elsevier BV, 2023)Reinforced concrete slabs are vulnerable to punching shear failure at the slab-column joint, which can initiate catastrophic progressive collapse. The addition of steel fibers in the concrete matrix has emerged as an ...
