Novel machine learning applications on fly ash based concrete: an overview

G Khambra, P Shukla - Materials Today: Proceedings, 2023 - Elsevier
A machine learning technique provides rapid access to various information models,
approaches, complex systems, and algorithms. In the present scenario the artificial neural …

The impacts of nano-SiO2 and silica fume on cement kiln dust treated soil as a sustainable cement-free stabilizer

S Ghavami, H Naseri, H Jahanbakhsh… - Construction and Building …, 2021 - Elsevier
This investigation aims to assess the nano-silica and silica fume effectiveness on
engineering clay soils' characteristics stabilized with cement kiln dust. Laboratory tests …

Designing sustainable concrete mixture by developing a new machine learning technique

H Naseri, H Jahanbakhsh, P Hosseini… - Journal of Cleaner …, 2020 - Elsevier
Concrete is the most used materials in the construction industry known as an environmental
pollutant, posing enormous challenges for sustainability regarding resource depletion …

Employing TLBO and SCE for optimal prediction of the compressive strength of concrete

Y Zhao, H Moayedi, M Bahiraei… - Smart Structures and …, 2020 - koreascience.kr
The early prediction of Compressive Strength of Concrete (CSC) is a significant task in the
civil engineering construction projects. This study, therefore, is dedicated to introducing two …

A newly developed hybrid method on pavement maintenance and rehabilitation optimization applying Whale Optimization Algorithm and random forest regression

H Naseri, H Jahanbakhsh, A Foomajd… - … Journal of Pavement …, 2023 - Taylor & Francis
Developing an accurate pavement prediction model plays a dominant role in pavement
M&R optimization. Despite employing different robust machine learning techniques to …

Digital transformation of concrete technology—a review

Y Gamil, A Cwirzen - Frontiers in Built Environment, 2022 - frontiersin.org
Digital transformation of concrete technology is one of the current “hot topics” tackled by both
academia and industry. The final goal is to fully integrate the already existing advanced …

Utilization of waste glass cullet as partial substitutions of coarse aggregate to produce eco-friendly concrete: role of metakaolin as cement replacement

NMS Hasan, NMN Shaurdho, MHR Sobuz, MM Meraz… - Sustainability, 2023 - mdpi.com
The utilization of waste products is becoming a vital aspect of the construction industry to
safeguard environmental assets and mitigate pollution, all of which lead to long-term …

Sustainable pavement maintenance and rehabilitation planning using differential evolutionary programming and coyote optimisation algorithm

H Naseri, M Ehsani, A Golroo… - International Journal of …, 2022 - Taylor & Francis
ABSTRACT CO2 emission reduction in large-scale pavement network maintenance
planning has been an immense concern. The conventional single-objective optimisation …

Sustainable pavement maintenance and rehabilitation planning using the marine predator optimization algorithm

H Naseri, A Golroo, M Shokoohi… - Structure and …, 2024 - Taylor & Francis
The sustainability of pavement, especially in Maintenance and Rehabilitation (M&R)
scheduling, has become an immense concern and has received limited attention in previous …

Evolutionary and swarm intelligence algorithms on pavement maintenance and rehabilitation planning

H Naseri, M Shokoohi, H Jahanbakhsh… - … Journal of Pavement …, 2022 - Taylor & Francis
ABSTRACT Maintenance and Rehabilitation (M&R) scheduling is one of the vital aspects of
a pavement management system (PMS). This study aims to establish accurate M&R plans …