[HTML][HTML] Large-scale 3D printing for construction application by means of robotic arm and Gantry 3D Printer: A Review

A Puzatova, P Shakor, V Laghi, M Dmitrieva - Buildings, 2022 - mdpi.com
Additive manufacturing technologies are becoming more popular in various industries,
including the construction industry. Currently, construction 3D printing is sufficiently well …

[HTML][HTML] A review of concrete 3D printed structural members

B Raphael, S Senthilnathan, A Patel… - Frontiers in Built …, 2023 - frontiersin.org
Concrete 3D Printing (3DP) is a potential technology for increasing automation and
introducing digital fabrication in the construction industry. Concrete 3D Printing provides a …

[HTML][HTML] Predictive modeling for compressive strength of 3D printed fiber-reinforced concrete using machine learning algorithms

M Alyami, M Khan, M Fawad, R Nawaz… - Case Studies in …, 2024 - Elsevier
Abstract Three-dimensional (3D) printing in the construction industry is growing rapidly due
to its inherent advantages, including intricate geometries, reduced waste, accelerated …

[HTML][HTML] Application of metaheuristic optimization algorithms in predicting the compressive strength of 3D-printed fiber-reinforced concrete

M Alyami, M Khan, MF Javed, M Ali… - Developments in the …, 2024 - Elsevier
In recent years, the construction industry has been striving to make production faster and
handle more complex architectural designs. Waste reduction, geometric freedom, lower …

[HTML][HTML] Research status and prospect of machine learning in construction 3D printing

S Geng, Q Luo, K Liu, Y Li, Y Hou, W Long - Case Studies in Construction …, 2023 - Elsevier
Abstract 3D printing brings new opportunities for the development of civil engineering.
Machine learning (ML) is also widely used in various fields of 3D printing. To describe the …

[HTML][HTML] 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 …

[HTML][HTML] Hybrid BO-XGBoost and BO-RF models for the strength prediction of self-compacting mortars with parametric analysis

A Ahmed, W Song, Y Zhang, MA Haque, X Liu - Materials, 2023 - mdpi.com
Self-compacting mortar (SCM) has superior workability and long-term durable performance
compared to traditional mortar. The strength of SCM, including both its compressive and …

[HTML][HTML] Review of the Influence of Acrylate Lotion on the Properties of Cement-Based Materials

F Su, H Wang, X Ma, T He, Y Lin - Materials, 2023 - mdpi.com
Polymer-modified cement-based materials have been widely used in the construction field.
Acrylate lotion significantly improves durability, toughness, and bending resistance …

[HTML][HTML] Architectural 3d-printed structures created using artificial intelligence: A review of techniques and applications

M Živković, M Žujović, J Milošević - Applied Sciences, 2023 - mdpi.com
Featured Application A review of Artificial Intelligence-driven approaches to 3D printing of
large-scale architectural structures can provide practitioners and academic researchers with …

[HTML][HTML] Modified Artificial neural networks and support vector regression to predict lateral pressure exerted by fresh concrete on formwork

A Kandiri, P Shakor, R Kurda, AF Deifalla - International Journal of …, 2022 - Springer
In this study, a modified Artificial Neural Network (ANN) and Support Vector Regression
(SVR) with three different optimization algorithms (Genetic, Salp Swarm and Grasshopper) …