This work adopts a state-of-the-art machine learning algorithm, XGBoost, to predict the
chloride migration coefficient (D nssm) of concrete. An extensive database of experimental …

The resistance of concrete to chloride penetration determines the durability and service life
of reinforced concrete building structures in coastal or chloride-laden environments. This …

Modern engineering faces challenges in ensuring technical standards for service, durability,
and sustainability. Political, administrative, and budgetary factors, coupled with climate …

Recycled powder is a kind of powder particle with a particle size of less than 75 μm
produced in the process of preparing recycled aggregate from construction waste with …

By conducting an analysis of chloride migration in concrete, it is possible to enhance the
durability of concrete structures and mitigate the risk of corrosion. In addition, the utilization …

This study explores the influence of concrete mix ingredients on the non-steady chloride
migration coefficient (D nssm) using an explainable machine learning (XML) approach that …

By considering the adverse environmental impacts of the cement manufacturing process,
there have been many efforts for cement replacement by supplementary cementitious …

This paper analyses the use of the rapid chloride migration test (RCMT) in assessing the
long-term chloride penetration resistance of concrete in real marine environment. Based on …

The application of recycled aggregate concrete (RAC) can promote the harmonious
development of resources and environment. However, the mechanical properties and …

This work develops single multitarget regression models that predict compressive strength
and non-steady-state chloride migration coefficients (D nssm) of concrete simultaneously …