Prediction and multi-objective optimization of mechanical, economical, and environmental properties for strain-hardening cementitious composites (SHCC) based on automated machine learning and metaheuristic algorithms

A multi-objective optimizer-based model for predicting composite material properties

(2021) Hongfang Lu et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of curing relative humidity on mechanical properties of engineered cementitious composites at multiple scales

(2021) Mingfeng Xu et al.   CONSTRUCTION AND BUILDING MATERIALS

Ultra-ductile behavior of fly ash-based engineered geopolymer composites with a tensile strain capacity up to 13.7%

(2021) Huy Hoàng Nguyễn et al.   CEMENT & CONCRETE COMPOSITES

Data-driven machine learning approach for exploring and assessing mechanical properties of carbon nanotube-reinforced cement composites

(2021) J.S. Huang et al.   COMPOSITE STRUCTURES

An ensemble model based on relevance vector machine and multi-objective salp swarm algorithm for predicting burst pressure of corroded pipelines

(2021) Hongfang Lu et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Predicting Mechanical Properties of High-Performance Fiber-Reinforced Cementitious Composites by Integrating Micromechanics and Machine Learning

(2021) Pengwei Guo et al.   Materials

Automatic identification and quantification of dense microcracks in high-performance fiber-reinforced cementitious composites through deep learning-based computer vision

(2021) Pengwei Guo et al.   CEMENT AND CONCRETE RESEARCH

Novel Data-Driven Framework for Predicting Residual Strength of Corroded Pipelines

(2021) Hongfang Lu et al.   Journal of Pipeline Systems Engineering and Practice

Machine learning-aided design and prediction of cementitious composites containing graphite and slag powder

(2021) Junbo Sun et al.   Journal of Building Engineering

An ensemble machine learning approach for prediction and optimization of modulus of elasticity of recycled aggregate concrete

(2020) Taihao Han et al.   CONSTRUCTION AND BUILDING MATERIALS

Multi-objective optimization of concrete mixture proportions using machine learning and metaheuristic algorithms

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

Effect of polyethylene fiber content on physical and mechanical properties of engineered cementitious composites

(2020) Yichao Wang et al.   CONSTRUCTION AND BUILDING MATERIALS

Engineering properties and sustainability assessment of recycled fibre reinforced rubberised cementitious composite

(2020) Meng Chen et al.   JOURNAL OF CLEANER PRODUCTION

A Bayesian machine learning approach for inverse prediction of high-performance concrete ingredients with targeted performance

(2020) Xinyuan Ke et al.   CONSTRUCTION AND BUILDING MATERIALS

High-Performance and Multifunctional Cement-Based Composite Material

(2019) Victor C. Li   Engineering

Post-fire seismic behavior of two-bay two-story frames with high-performance fiber-reinforced cementitious composite joints

(2019) Xiuling Li et al.   ENGINEERING STRUCTURES

Synthetic fibers for cementitious composites: A critical and in-depth review of recent advances

(2019) Hamid Reza Pakravan et al.   CONSTRUCTION AND BUILDING MATERIALS

Multiscale investigation of tensile properties of a TiO2-doped Engineered Cementitious Composite

(2019) Mingfeng Xu et al.   CONSTRUCTION AND BUILDING MATERIALS

Micro-structural and mechanical properties of ultra-high performance engineered cementitious composites (UHP-ECC) incorporation of recycled fine powder (RFP)

(2019) Ke-Quan Yu et al.   CEMENT AND CONCRETE RESEARCH

Influence of TiO2 incorporation methods on NOx abatement in Engineered Cementitious Composites

(2019) Mingfeng Xu et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Energy dissipation characteristics of all-grade polyethylene fiber-reinforced engineered cementitious composites (PE-ECC)

(2019) Kequan Yu et al.   CEMENT & CONCRETE COMPOSITES

Effect of TiO2 and fly ash on photocatalytic NOx abatement of engineered cementitious composites

(2019) Mingfeng Xu et al.   CONSTRUCTION AND BUILDING MATERIALS

Static and dynamic mechanical behavior of engineered cementitious composites with PP and PVA fibers

(2019) Jia-Xiang Lin et al.   Journal of Building Engineering

Basic mechanical properties of ultra-high ductility cementitious composites: From 40 MPa to 120 MPa

(2018) Yao Ding et al.   COMPOSITE STRUCTURES

Structural behaviors of ultra-high performance engineered cementitious composites (UHP-ECC) beams subjected to bending-experimental study

(2018) Yao Ding et al.   CONSTRUCTION AND BUILDING MATERIALS

Coupled effects of limestone powder and high-volume fly ash on mechanical properties of ECC

(2018) Kâzim Turk et al.   CONSTRUCTION AND BUILDING MATERIALS

Investigation of the behaviour of flexible and ductile ECC link slab reinforced with FRP

(2018) Y. Zheng et al.   CONSTRUCTION AND BUILDING MATERIALS

Rate-dependent tensile properties of ultra-high performance engineered cementitious composites (UHP-ECC)

(2018) Ke-Quan Yu et al.   CEMENT & CONCRETE COMPOSITES

Static and fatigue push-out tests of short headed shear studs embedded in Engineered Cementitious Composites (ECC)

(2018) Yiming Liu et al.   ENGINEERING STRUCTURES

Cyclic behavior of damaged reinforced concrete columns repaired with high-performance fiber-reinforced cementitious composite

(2017) Xiuling Li et al.   ENGINEERING STRUCTURES

Bond strength of steel bars embedded in high-performance fiber-reinforced cementitious composite before and after exposure to elevated temperatures

(2017) Xiuling Li et al.   FIRE SAFETY JOURNAL

Utilization and selection of proper fly ash in cost effective green HTPP-ECC design

(2017) Kamile Tosun-Felekoğlu et al.   JOURNAL OF CLEANER PRODUCTION

Mechanical properties of ultra-high-performance concrete enhanced with graphite nanoplatelets and carbon nanofibers

(2016) Weina Meng et al.   COMPOSITES PART B-ENGINEERING

Numerical modelling of mechanical behaviour of engineered cementitious composites under axial tension

(2016) Ting Huang et al.   COMPUTERS & STRUCTURES

Optimizing design of high strength cement matrix with supplementary cementitious materials

(2016) Jun Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

A life-cycle approach to environmental, mechanical, and durability properties of “green” concrete mixes with rice husk ash

(2016) Aysegul Petek Gursel et al.   JOURNAL OF CLEANER PRODUCTION

Multiscale modeling of strain-hardening cementitious composites

(2016) Jingu Kang et al.   MECHANICS RESEARCH COMMUNICATIONS

Designing more sustainable and greener self-compacting concrete

(2015) Guangcheng Long et al.   CONSTRUCTION AND BUILDING MATERIALS

Effects of Low Volume Fraction of Polyvinyl Alcohol Fibers on the Mechanical Properties of Oil Palm Shell Lightweight Concrete

(2015) Ming Kun Yew et al.   Advances in Materials Science and Engineering

The effect of synthetic polyethylene fiber on the strain hardening behavior of engineered cementitious composite (ECC)

(2015) Shwan H. Said et al.   MATERIALS & DESIGN

Assessment of the sustainability potential of concrete and concrete structures considering their environmental impact, performance and lifetime

(2014) Harald S. Müller et al.   CONSTRUCTION AND BUILDING MATERIALS

Eco-mechanical index for structural concrete

(2014) Bernardino Chiaia et al.   CONSTRUCTION AND BUILDING MATERIALS

Minimising the global warming potential of clay based geopolymers

(2014) Andrew Heath et al.   JOURNAL OF CLEANER PRODUCTION

The carbon footprint of reinforced concrete

(2013) Phil Purnell   ADVANCES IN CEMENT RESEARCH

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

(2013) Kalyanmoy Deb et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Applicability of fiber reinforced self-compacting concrete for tunnel lining

(2012) K. Ahangari et al.   Arabian Journal of Geosciences

Lowering the global warming impact of bridge rehabilitations by using Ultra High Performance Fibre Reinforced Concretes

(2012) G. Habert et al.   CEMENT & CONCRETE COMPOSITES

The effect of fiber properties on high performance alkali-activated slag/silica fume mortars

(2012) Serdar Aydın et al.   COMPOSITES PART B-ENGINEERING

Use of slag to improve mechanical properties of engineered cementitious composites (ECCs) with high volumes of fly ash

(2012) Yu Zhu et al.   CONSTRUCTION AND BUILDING MATERIALS

Robust Self-Healing Concrete for Sustainable Infrastructure

(2012) Victor C. Li et al.   Journal of Advanced Concrete Technology

Methodology for mix design of the mortar phase of self-compacting concrete using different mineral additions in binary blends of powders

(2011) M. Nepomuceno et al.   CONSTRUCTION AND BUILDING MATERIALS

Behaviour of Strain-hardening Cement-based Composites (SHCC) under monotonic and cyclic tensile loading

(2010) Petr Jun et al.   CEMENT & CONCRETE COMPOSITES

Integration approach of the Couette inverse problem of powder type self-compacting concrete in a wide-gap concentric cylinder rheometer

(2009) G. Heirman et al.   CEMENT AND CONCRETE RESEARCH

Development of engineered cementitious composites with limestone powder and blast furnace slag

(2009) Jian Zhou et al.   MATERIALS AND STRUCTURES