Machine and deep learning methods for concrete strength Prediction: A bibliometric and content analysis review of research trends and future directions
This review paper provides a detailed evaluation of the existing landscape and future trends
in applying machine learning and deep learning approaches for predicting concrete strength …
in applying machine learning and deep learning approaches for predicting concrete strength …
[HTML][HTML] Data-driven models for predicting compressive strength of 3D-printed fiber-reinforced concrete using interpretable machine learning algorithms
Abstract 3D printing technology is growing swiftly in the construction sector due to its
numerous benefits, such as intricate designs, quicker construction, waste reduction …
numerous benefits, such as intricate designs, quicker construction, waste reduction …
Predicting the compressive strength of rubberized concrete containing silica fume using stacking ensemble learning model
H Moussa, AMB Elabeidy, T Akçaoğlu - Construction and Building Materials, 2024 - Elsevier
As the construction industry advances toward sustainability, rubberized concrete emerges
as a promising material due to its potential for recycling waste rubber. While silica fume (SF) …
as a promising material due to its potential for recycling waste rubber. While silica fume (SF) …
[HTML][HTML] Predicting residual strength of hybrid fibre-reinforced Self-compacting concrete (HFR-SCC) exposed to elevated temperatures using machine learning
Hybrid fibre-reinforced Self-compacting concrete (HFR-SCC) offers significant advantages
over conventional concrete like increased ductility, crack resistance, and eliminating the …
over conventional concrete like increased ductility, crack resistance, and eliminating the …
The impact of different length hooked‐end fibers on the structural performance of RC folded plates
In this article, the effect of hooked‐end fibers with different lengths on the structural
performance of RC‐FPs fabricated from hybrid fiber‐reinforced self‐compacting concrete …
performance of RC‐FPs fabricated from hybrid fiber‐reinforced self‐compacting concrete …
Forecasting residual mechanical properties of hybrid fibre-reinforced Self-compacting concrete (HFR-SCC) exposed to elevated temperatures.
The use of hybrid fibre-reinforced Self-compacting concrete (HFR-SCC) has escalated
recently due to its significant advantages in contrast to normal concrete such as increased …
recently due to its significant advantages in contrast to normal concrete such as increased …
A Proposal of a Neural Predictor of Residual Compressive Strength in an SCC Exposed to High Temperatures for Resilient Housing
A La Scala, F Rizzo, L Carnimeo… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
This paper reports a proposal of a neural predictor, which could usefully improve
performance in predicting the compressive strength of SCC, when used for innovative …
performance in predicting the compressive strength of SCC, when used for innovative …