Estimation of strength, rheological parameters, and impact of raw constituents of alkali-activated mortar using machine learning and SHapely Additive exPlanations (SHAP)

Autor: Nazar, Sohaib, Yang, Jian, Wang, Xing-Er, Khan, Kaffayatullah, Amin, Muhammad Nasir, Javed, Mohammad Faisal, Althoey, Fadi, Ali, Mujahid

Publikováno v: In Construction and Building Materials 9 May 2023 377

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Simulation of Depth of Wear of Eco-Friendly Concrete Using Machine Learning Based Computational Approaches.

Autor: Khan MA; Department of Structural Engineering, Military College of Engineering (MCE), National University of Science and Technology (NUST), Sector H-12, Islamabad 44000, Pakistan.; Department of Civil Engineering, CECOS University of IT and Emerging Sciences, Peshawar 25000, Pakistan., Farooq F; Military Engineer Service (MES), Ministry of Defence (MoD), Rawalpindi 43600, Pakistan.; Faculty of Civil Engineering, Cracow University of Technology, 24 Warszawska Str., 31-155 Cracow, Poland.; School of Civil and Environmental Engineering, National University of Sciences and Technology (NUST), Sector H-12, Islamabad 46000, Pakistan., Javed MF; Department of Civil Engineering, Abbottabad Campus, COMSATS University Islamabad, Abbottabad 22060, Pakistan., Zafar A; Department of Structural Engineering, Military College of Engineering (MCE), National University of Science and Technology (NUST), Sector H-12, Islamabad 44000, Pakistan., Ostrowski KA; Faculty of Civil Engineering, Cracow University of Technology, 24 Warszawska Str., 31-155 Cracow, Poland., Aslam F; Department of Civil Engineering, College of Engineering in Al-Kharj, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia., Malazdrewicz S; Department of Materials Engineering and Construction Processes, Wroclaw University of Science and Technology, Wybrzeże Wyspiańskiego 27, 50-370 Wroclaw, Poland., Maślak M; Faculty of Civil Engineering, Cracow University of Technology, 24 Warszawska Str., 31-155 Cracow, Poland.

Publikováno v: Materials (Basel, Switzerland) [Materials (Basel)] 2021 Dec 22; Vol. 15 (1). Date of Electronic Publication: 2021 Dec 22.