A comparative investigation using machine learning methods for concrete compressive strength estimation

K Güçlüer, A Özbeyaz, S Göymen… - Materials Today …, 2021 - Elsevier
Concrete compressive strength plays an important role in determining the mechanical
properties of concrete. The determination of concrete compressive strength requires lengthy …

Machine learning prediction of concrete compressive strength using rebound hammer test

A El-Mir, S El-Zahab, ZM Sbartaï, F Homsi… - Journal of Building …, 2023 - Elsevier
Abstract Machine learning has become a key branch in artificial intelligence by providing
unique predictive modeling solutions. Predicting the compressive strength of concrete …

New multi-objective optimization to evaluate the compressive strength and variability of concrete by combining non-destructive techniques

B Kouddane, ZM Sbartaï, SM Elachachi… - Journal of Building …, 2023 - Elsevier
Concrete compressive strength is one of the most important parameters in the evaluation of
the mechanical performance of reinforced concrete structures. The recent methodology for …

Setting time and compressive strength prediction model of concrete by nondestructive ultrasonic pulse velocity testing at early age

T Lee, J Lee - Construction and Building Materials, 2020 - Elsevier
This study proposes a new model for estimating the setting and compressive strength
development times, which involve changes in the concrete condition at early ages, using the …

Assessment of void and crack defects in early-age concrete

M Hong, D Lei, F Hu, Z Chen - Journal of Building Engineering, 2023 - Elsevier
Early-age voids and cracks can cause the mechanical qualities of concrete to deteriorate
and impair its long-term operating performance. Therefore, it is crucial to detect and assess …

Guide to non-destructive concrete strength assessment: Homogeneity tests and sampling plans

E Saleh, A Tarawneh, H Dwairi… - Journal of Building …, 2022 - Elsevier
Non-Destructive testing (NDT) of concrete can be used in conjunction with destructive
techniques (eg, coring) for an efficient assessment of concrete strength in existing structures …

Recommendation of RILEM TC249-ISC on non destructive in situ strength assessment of concrete

D Breysse, JP Balayssac, S Biondi, D Corbett… - Materials and …, 2019 - Springer
This recommendation is written to improve the assessment of the in situ. Compressive
strength of concrete in existing structures by combining core strength values and non …

Rebound hammer test to predict in-situ strength of concrete using recycled concrete aggregates, brick chips and stone chips

AS Saha, KM Amanat - Construction and Building Materials, 2021 - Elsevier
This paper aims to investigate the performance of normal strength concrete with the use of
rebound hammer, with particular emphasis on the influence of coarse aggregate. Existing …

Formulation and characterization of geopolymer and conventional lightweight green concrete by incorporating synthetic lightweight aggregate

MU Rehman, K Rashid, I Zafar, FK Alqahtani… - Journal of Building …, 2020 - Elsevier
The present work was designed to develop green lightweight aggregates (LWA) using; coal
fly ash, granulated blast furnace slag and small amount of cement (10–20%). Two types of …

Predicting the strength development of 3D printed concrete considering the synergistic effect of curing temperature and humidity: From perspective of modified maturity …

B Sun, R Dominicus, E Dong, P Li, Z Ye… - Construction and Building …, 2024 - Elsevier
This study aims to establish a development model for the compressive strength of 3D printed
concrete (3DPC) under the coupling influence of temperature and humidity, utilizing the …