[HTML][HTML] Interpretable Ensemble-Machine-Learning models for predicting creep behavior of concrete
This study aims to provide an efficient and accurate machine learning (ML) approach for
predicting the creep behavior of concrete. Three ensemble machine learning (EML) models …
predicting the creep behavior of concrete. Three ensemble machine learning (EML) models …
Phase-field cohesive zone modeling of multi-physical fracture in solids and the open-source implementation in Comsol Multiphysics
Despite the popularity of phase-field models for fracture in purely mechanical problems, their
application to the modeling of fracture in multi-physics problems is much less reported. This …
application to the modeling of fracture in multi-physics problems is much less reported. This …
A multiscale micromechanics-hydration model for the early-age elastic properties of cement-based materials
O Bernard, FJ Ulm, E Lemarchand - Cement and concrete research, 2003 - Elsevier
The E-modulus of early age cement-based materials, and more importantly, its evolution in
time, is one of the most critical material-to-structural design parameters affecting the …
time, is one of the most critical material-to-structural design parameters affecting the …
[HTML][HTML] Evaluation method and mitigation strategies for shrinkage cracking of modern concrete
J Liu, Q Tian, Y Wang, H Li, W Xu - Engineering, 2021 - Elsevier
The complex compositions and large shrinkage of concrete, as well as the strong constraints
of the structures, often lead to prominent shrinkage cracking problems in modern concrete …
of the structures, often lead to prominent shrinkage cracking problems in modern concrete …
Experimental and theoretical analysis on coupled effect of hydration, temperature and humidity in early-age cement-based materials
H Zhao, K Jiang, R Yang, Y Tang, J Liu - … Journal of Heat and Mass Transfer, 2020 - Elsevier
Cement-based materials are widely used as building materials in practice. However, the
deformations caused by changes in temperature and humidity are large and can easily …
deformations caused by changes in temperature and humidity are large and can easily …
Hygro‐thermo‐chemo‐mechanical modelling of concrete at early ages and beyond. Part I: hydration and hygro‐thermal phenomena
D Gawin, F Pesavento… - International journal for …, 2006 - Wiley Online Library
Part 1 of the paper presents a new numerical model of hygro‐thermal and hydration
phenomena in concrete at early ages and beyond. This is a solidification‐type model where …
phenomena in concrete at early ages and beyond. This is a solidification‐type model where …
Hydration kinetics modeling of Portland cement considering the effects of curing temperature and applied pressure
F Lin, C Meyer - Cement and Concrete Research, 2009 - Elsevier
A hydration kinetics model for Portland cement is formulated based on thermodynamics of
multiphase porous media. The mechanism of cement hydration is discussed based on …
multiphase porous media. The mechanism of cement hydration is discussed based on …
Effect of fly ash on the kinetics of Portland cement hydration at different curing temperatures
M Narmluk, T Nawa - Cement and concrete research, 2011 - Elsevier
This paper describes the effect of fly ash on the hydration kinetics of cement in low water to
binder (w/b) fly ash-cement at different curing temperatures. The modified shrinking-core …
binder (w/b) fly ash-cement at different curing temperatures. The modified shrinking-core …
A discrete numerical model for the effects of crack healing on the behaviour of ordinary plain concrete: Implementation, calibration, and validation
In the last decade the self-healing of cracks in cementitious materials has been gaining an
increasing interest by both the concrete industry and the scientific community. Framed into …
increasing interest by both the concrete industry and the scientific community. Framed into …
Artificial neural networks in the calibration of nonlinear mechanical models
T Mareš, E Janouchová, A Kučerová - Advances in Engineering Software, 2016 - Elsevier
Rapid development in numerical modelling of materials and the complexity of new models
increase quickly together with their computational demands. Despite the growing …
increase quickly together with their computational demands. Despite the growing …