Machine learning-based predictive model for tensile and flexural strength of 3D-printed concrete

A Ali, RD Riaz, UJ Malik, SB Abbas, M Usman… - Materials, 2023 - mdpi.com
The additive manufacturing of concrete, also known as 3D-printed concrete, is produced
layer by layer using a 3D printer. The three-dimensional printing of concrete offers several …

Diagnosis of durability-related problems in concrete structures through comprehensive analysis and non-destructive testing: a case study

MU Shah, M Usman, RA Khushnood… - Journal of Structural …, 2023 - Taylor & Francis
The present study investigated concrete durability problems at the National University of
Sciences and Technology, Pakistan, through comprehensive analysis and non-destructive …

[HTML][HTML] Augmented Data-Driven Approach towards 3D Printed Concrete Mix Prediction

SU Rehman, RD Riaz, M Usman, IH Kim - Applied Sciences, 2024 - mdpi.com
Formulating a mix design for 3D concrete printing (3DCP) is challenging, as it involves an
iterative approach, wasting a lot of resources, time, and effort to optimize the mix for strength …

Machine learning applications in the development of sustainable building materials to reduce carbon emission

SA Khokhar, MU Shah, F Rehman, HB Cheema… - Artificial Intelligence …, 2024 - Elsevier
Concrete is the most commonly used construction material and the source of around 8% of
the world's CO 2 emissions, which is very alarming to the environment. Therefore, to reduce …