Machine learning in concrete science: applications, challenges, and best practices

Z Li, J Yoon, R Zhang, F Rajabipour… - npj computational …, 2022 - nature.com
Concrete, as the most widely used construction material, is inextricably connected with
human development. Despite conceptual and methodological progress in concrete science …

Creep behaviour of ultra-high-performance concrete (UHPC): A review

Y Huang, J Wang, H Shang, X Liu - Journal of Building Engineering, 2023 - Elsevier
Although ultra-high-performance concrete (UHPC) has attracted great attention from
researchers owing to its outstanding mechanical and durability performance, it has only a …

[Књига][B] Creep and hygrothermal effects in concrete structures

ZP Bažant, M Jirásek - 2018 - Springer
The literature on concrete creep and shrinkage is vast and scattered over many media. A
host of books have already been devoted to this subject. Some are valuable compilations of …

[PDF][PDF] Comprehensive database for concrete creep and shrinkage: analysis and recommendations for testing and recording

MH Hubler, R Wendner, ZP Bazant - ACI Materials Journal, 2015 - cee.northwestern.edu
The first large worldwide database of creep and shrinkage tests was assembled at
Northwestern University (NU) in 1978. It was expanded as the RILEM database in 1992 and …

RILEM draft recommendation: TC-242-MDC multi-decade creep and shrinkage of concrete: material model and structural analysis. Model B4 for creep, drying …

ZP Bažant, MI Jirasek, MH Hubler… - Materials and …, 2015 - upcommons.upc.edu
In response to the continuously advancing concrete technology, a new prediction model for
creep and shrinkage is presented. This model, named B4, builds on the theoretically justified …

Shrinkage of blended cement concrete with fly ash or limestone calcined clay

S Afroz, Y Zhang, QD Nguyen, T Kim, A Castel - Materials and Structures, 2023 - Springer
This study investigates the shrinkage of two sustainable aluminosilicate blends with fly ash
or limestone-calcined clay (LC3). Paste and concrete were prepared using these SCMs for …

Modeling and sensitivity analysis of concrete creep with machine learning methods

K Li, Y Long, H Wang, YF Wang - Journal of Materials in Civil …, 2021 - ascelibrary.org
Although machine learning algorithms to predict the mechanical properties of concrete have
been studied extensively, most of the research focused on the prediction of the strength of …

Statistical justification of Model B4 for drying and autogenous shrinkage of concrete and comparisons to other models

MH Hubler, R Wendner, ZP Bažant - Materials and Structures, 2015 - Springer
The shrinkage prediction part of Model B4 presented in the preceding paper is here
statistically justified by optimal fitting of the new NU database containing 1050 test curves …

[HTML][HTML] Cracking of limestone calcined clay blended concrete and mortar under restrained shrinkage

S Afroz, QD Nguyen, Y Zhang, T Kim… - Construction and Building …, 2023 - Elsevier
This work is investigating restrained shrinkage induced early age cracking of limestone
calcined clay (LC) blended concrete and mortar. A series of ring tests was conducted on LC …

Experimental studies and modeling of creep of UHPC

Y Xu, J Liu, J Liu, P Zhang, Q Zhang, L Jiang - Construction and building …, 2018 - Elsevier
The ultra-high performance concrete (UHPC) mixed with normal coarse aggregate is a
promising material due to its excellent mechanics, durability performance and relatively …