Machine learning for structural engineering: A state-of-the-art review

HT Thai - Structures, 2022 - Elsevier
Abstract Machine learning (ML) has become the most successful branch of artificial
intelligence (AI). It provides a unique opportunity to make structural engineering more …

A comprehensive review on polymer matrix composites: material selection, fabrication, and application

S Kangishwar, N Radhika, AA Sheik, A Chavali… - Polymer Bulletin, 2023 - Springer
Polymer matrix composites have always piqued the curiosity of the scientific, technological
communities and are being recognized as the best option for a wide range of engineering …

[HTML][HTML] Estimating strength properties of geopolymer self-compacting concrete using machine learning techniques

PO Awoyera, MS Kirgiz, A Viloria… - Journal of materials …, 2020 - Elsevier
There has been a persistent drive for sustainable development in the concrete industry.
While there are series of encouraging experimental research outputs, yet the research field …

Recent progress in polymer‐based building materials

J Shen, J Liang, X Lin, H Lin, J Yu… - International Journal of …, 2020 - Wiley Online Library
With the development of human society, the requirements for building materials are
becoming higher. The development of polymer materials and their application in the field of …

An artificial neural network based prediction of mechanical and durability characteristics of sustainable geopolymer composite

P Manikandan, K Selija, V Vasugi… - Advances in Civil …, 2022 - Wiley Online Library
Despite the growing environmental consequences of cement production, geopolymer
concrete now has gradually evolved as an ecologically sustainable product. This study …

Effect of fly ash on the behaviour of polymer concrete with different types of resin

W Lokuge, T Aravinthan - Materials & Design, 2013 - Elsevier
Polymer concrete outperforms its counterpart Ordinary Portland Cement (OPC) concrete in
terms of its highly desirable mechanical properties. It is emerging as a new construction …

Characterisation of polymer concrete with epoxy polyurethane acryl matrix

L Agavriloaie, S Oprea, M Barbuta, F Luca - Construction and building …, 2012 - Elsevier
This paper studies a new type of polymer concrete obtained using epoxy polyurethane acryl
and aggregates. Mechanical properties, such as: compressive strength, flexural strength …

Prediction of compressive strength of geopolymer concrete using machine learning techniques

T Gupta, MC Rao - Structural Concrete, 2022 - Wiley Online Library
Geopolymer concrete (GPC) is the result of an inorganic polymerization reaction that takes
place in presence of an alkaline medium in the materials such as fly ash and slag, which are …

Vulnerability index: A new approach for preventive conservation of monuments

R Ortiz, P Ortiz - International Journal of Architectural Heritage, 2016 - Taylor & Francis
ABSTRACT A new approach is developed for vulnerability analysis of monuments based on
a matrix model and the relationships with static and structural factors, climatic conditions, air …

Production and characterization of natural clay-free green building brick materials using water treatment sludge and oak wood ash

M Harja, O Gencel, A Sarı, M Sutcu… - Archives of Civil and …, 2022 - Springer
The experimental study investigates the feasibility of using two extensively waste
(wastewater treatment sludge and oak wood ash) as raw materials in the manufacture of …