On the Use of Machine Learning Models for Prediction of Compressive Strength of Concrete: Influence of Dimensionality Reduction on the Model Performance

Prediction of composite microstructure stress-strain curves using convolutional neural networks

(2020) Charles Yang et al.   MATERIALS & DESIGN

Microstructure informed micromechanical modelling of hydrated cement paste: Techniques and challenges

(2020) Hongzhi Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

Evaluating compressive mechanical LDPM parameters based on an upscaled multiscale approach

(2020) G. Lifshitz Sherzer et al.   CONSTRUCTION AND BUILDING MATERIALS

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

Prediction of Compressive Strength of Concrete: Critical Comparison of Performance of a Hybrid Machine Learning Model with Standalone Models

(2019) Rachel Cook et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Linear and non-linear SVM prediction for fresh properties and compressive strength of high volume fly ash self-compacting concrete

(2019) Mohammad Azimi-Pour et al.   CONSTRUCTION AND BUILDING MATERIALS

A machine learning approach for the identification of the Lattice Discrete Particle Model parameters

(2018) Mohammed Alnaggar et al.   ENGINEERING FRACTURE MECHANICS

Multiple linear regression, artificial neural network, and fuzzy logic prediction of 28 days compressive strength of concrete

(2017) Faezehossadat Khademi et al.   Frontiers of Structural and Civil Engineering

Bacteria-based self-healing concrete to increase liquid tightness of cracks

(2016) E. Tziviloglou et al.   CONSTRUCTION AND BUILDING MATERIALS

Recent advances in understanding the role of supplementary cementitious materials in concrete

(2015) Maria C.G. Juenger et al.   CEMENT AND CONCRETE RESEARCH

The effect of superplasticizers on the mechanical performance of concrete made with fine recycled concrete aggregates

(2012) P. Pereira et al.   CEMENT & CONCRETE COMPOSITES

Supplementary Cementitious Materials

(2012) R. Snellings et al.   Reviews in Mineralogy & Geochemistry

Upscaling quasi-brittle strength of cement paste and mortar: A multi-scale engineering mechanics model

(2011) Bernhard Pichler et al.   CEMENT AND CONCRETE RESEARCH

Homogenization Model Examining the Effect of Nanosilica on Concrete Strength and Stiffness

(2010) Jung J. Kim et al.   TRANSPORTATION RESEARCH RECORD