Data-driven compressive strength prediction of steel fiber reinforced concrete (SFRC) subjected to elevated temperatures using stacked machine learning algorithms

Predicting the Mechanical Properties of RCA-Based Concrete Using Supervised Machine Learning Algorithms

(2022) Meijun Shang et al.   Materials

Mechanical properties of high ductility hybrid fibres reinforced magnesium phosphate cement-based composites

(2022) Hu Feng et al.   COMPOSITE STRUCTURES

Experimental and numerical study of the additively manufactured carbon fibre reinforced polymers including fibre Bragg grating sensors

(2022) Torkan Shafighfard et al.   COMPOSITE STRUCTURES

Data-driven shear strength prediction of steel fiber reinforced concrete beams using machine learning approach

(2021) Jesika Rahman et al.   ENGINEERING STRUCTURES

Grid search based multi-population particle swarm optimization algorithm for multimodal multi-objective optimization

(2021) Guoqing Li et al.   Swarm and Evolutionary Computation

Study on mechanical properties of steel fiber reinforced nano-concrete (SFRNC) after elevated temperature

(2021) Xiaoyong Zhang et al.   COMPOSITE STRUCTURES

A review of residual strength properties of normal and high strength concrete exposed to elevated temperatures: Impact of materials modification on behaviour of concrete composite

(2021) O.E. Babalola et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical properties of fiber-reinforced concrete containing waste porcelain aggregates under elevated temperatures

(2021) Mahtab Talaei et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of high temperature on the mechanical properties of concrete reinforced with different fiber contents

(2021) Ronney R. Agra et al.   CONSTRUCTION AND BUILDING MATERIALS

A kNN algorithm for locating and quantifying stiffness loss in a bridge from the forced vibration due to a truck crossing at low speed

(2021) Kun Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Behaviour of macro-synthetic fibers reinforced concrete: Experimental, numerical and design code investigations

(2021) W.S.A. Nana et al.   Structures

An even-load-distribution design for composite bolted joints using a novel circuit model and neural network

(2021) Cheng Qiu et al.   COMPOSITE STRUCTURES

Influence of steel fiber on compressive properties of ultra-high performance fiber-reinforced concrete

(2021) Jian Yang et al.   CONSTRUCTION AND BUILDING MATERIALS

Dynamic compressive behaviour of recycled tyre steel fibre reinforced concrete

(2021) Meng Chen et al.   CONSTRUCTION AND BUILDING MATERIALS

A convolution-based deep learning approach for estimating compressive strength of fiber reinforced concrete at elevated temperatures

(2021) Huaguo Chen et al.   CONSTRUCTION AND BUILDING MATERIALS

Influence of steel fiber content on the rate-dependent flexural performance of ultra-high performance concrete with coarse aggregates

(2021) Shaohua Li et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical properties of ultra-high strength cement-based materials (UHSC) incorporating metal powders and steel fibers

(2021) Kai Yang et al.   CONSTRUCTION AND BUILDING MATERIALS

Numerical simulation and data-driven analysis on the flexural performance of steel reinforced concrete composite members

(2021) Bing-Lin Lai et al.   ENGINEERING STRUCTURES

Evaluation and monitoring of impact resistance of fiber reinforced concrete by adaptive neuro fuzzy algorithm

(2021) Yan Cao et al.   Structures

Experimental and numerical investigation of the effect of steel fibres on the deflection behaviour of reinforced concrete beams without stirrups

(2021) Touhami Tahenni et al.   Structures

Generative Deep Neural Networks for Inverse Materials Design Using Backpropagation and Active Learning

(2020) Chun‐Teh Chen et al.   Advanced Science

Compressive performance of steel fiber-reinforced rubberized concrete core detached from heated CFST

(2020) Mahdi Nematzadeh et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine learning study of the mechanical properties of concretes containing waste foundry sand

(2020) Ali Behnood et al.   CONSTRUCTION AND BUILDING MATERIALS

Assessment of compressive strength of Ultra-high Performance Concrete using deep machine learning techniques

(2020) Omar R. Abuodeh et al.   APPLIED SOFT COMPUTING

A review of mechanical properties of fibre reinforced concrete at elevated temperatures

(2020) Heyang Wu et al.   CEMENT AND CONCRETE RESEARCH

Axial compressive performance of steel tube columns filled with steel fiber-reinforced high strength concrete containing tire aggregate after exposure to high temperatures

(2020) Amirhossein Karimi et al.   ENGINEERING STRUCTURES

Machine learning-based prediction for compressive and flexural strengths of steel fiber-reinforced concrete

(2020) Min-Chang Kang et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine learning framework for predicting failure mode and shear capacity of ultra high performance concrete beams

(2020) Roya Solhmirzaei et al.   ENGINEERING STRUCTURES

Shear capacity prediction of slender reinforced concrete structures with steel fibers using machine learning

(2020) Oladimeji Benedict Olalusi et al.   ENGINEERING STRUCTURES

Resistance of fiber-reinforced fly ash-steel slag based geopolymer mortar to sulfate attack and drying-wetting cycles

(2020) Xiaolu Guo et al.   CONSTRUCTION AND BUILDING MATERIALS

Stochastic gradient descent for semilinear elliptic equations with uncertainties

(2020) Ting Wang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Preventive effects of polypropylene and jute fibers on spalling of UHPC at high temperatures in combination with waste porous ceramic fine aggregate as an internal curing material

(2019) Mitsuo Ozawa et al.   CONSTRUCTION AND BUILDING MATERIALS

Influence of high temperatures on the residual mechanical properties of a hybrid fiber-reinforced strain-hardening cementitious composite

(2019) Alok A. Deshpande et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental study on dynamic compressive behavior of steel fiber reinforced concrete at elevated temperatures

(2019) Liang Li et al.   CONSTRUCTION AND BUILDING MATERIALS

Design of fiber-reinforced variable-stiffness composites for different open-hole geometries with fiber continuity and curvature constraints

(2019) Torkan Shafighfard et al.   COMPOSITE STRUCTURES

Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets

(2018) Zijiang Yang et al.   COMPUTATIONAL MATERIALS SCIENCE

Mechanical behaviour of micro-fine steel fibre reinforced sulphoaluminate cement composite

(2018) Hu Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Coupling effects of silica fume and steel-fiber on the compressive behaviour of recycled aggregate concrete after exposure to elevated temperature

(2018) Jianhe Xie et al.   CONSTRUCTION AND BUILDING MATERIALS

Assessment and development of high-performance fibre-reinforced lightweight self-compacting concrete including recycled crumb rubber aggregates exposed to elevated temperatures

(2018) Farhad Aslani et al.   JOURNAL OF CLEANER PRODUCTION

Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees

(2018) Muhammad Waseem Ahmad et al.   JOURNAL OF CLEANER PRODUCTION

Effect of the high temperatures on the microstructure and compressive strength of high strength fibre concretes

(2018) Hugo Caetano et al.   CONSTRUCTION AND BUILDING MATERIALS

Temperature impact on residual properties of self-compacting based hybrid fiber reinforced concrete with fly ash and colloidal nano silica

(2018) Chinmaya Kumar Mahapatra et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical properties of steel fibre reinforced geopolymer concretes at elevated temperatures

(2016) Faiz Uddin Ahmed Shaikh et al.   CONSTRUCTION AND BUILDING MATERIALS

Analysis of fire resistance of concrete with polypropylene or steel fibers

(2016) Rubén Serrano et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental study and modeling of fiber volume effects on frost resistance of fiber reinforced concrete

(2016) Mahmoud Nili et al.   International Journal of Civil Engineering

Evaluation of mechanical properties of steel-fibre-reinforced concrete exposed to high temperatures by double-punch test

(2015) Jihwan Kim et al.   CONSTRUCTION AND BUILDING MATERIALS

Spalling behavior and residual resistance of fibre reinforced Ultra-High performance concrete after exposure to high temperatures

(2015) Ming-Xiang Xiong et al.   MATERIALES DE CONSTRUCCION

High temperature behaviour of hybrid steel–PVA fibre reinforced reactive powder concrete

(2015) Sriskandarajah Sanchayan et al.   MATERIALS AND STRUCTURES

Compressive behavior of steel fiber reinforced recycled aggregate concrete after exposure to elevated temperatures

(2014) G.M. Chen et al.   CONSTRUCTION AND BUILDING MATERIALS

Compressive behaviour of concrete structures incorporating recycled concrete aggregates, rubber crumb and reinforced with steel fibre, subjected to elevated temperatures

(2014) Yong-chang Guo et al.   JOURNAL OF CLEANER PRODUCTION

Stress–strain relationship of steel-fibre reinforced reactive powder concrete at elevated temperatures

(2014) Wenzhong Zheng et al.   MATERIALS AND STRUCTURES

Compressive and tensile properties of reactive powder concrete with steel fibres at elevated temperatures

(2013) Wenzhong Zheng et al.   CONSTRUCTION AND BUILDING MATERIALS

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

Compressive stress–strain relationship of steel fiber-reinforced reactive powder concrete after exposure to elevated temperatures

(2012) Wenzhong Zheng et al.   CONSTRUCTION AND BUILDING MATERIALS

Thermal and mechanical properties of fiber reinforced high performance self-consolidating concrete at elevated temperatures

(2011) Wasim Khaliq et al.   CEMENT AND CONCRETE RESEARCH

Mechanical properties of steel fiber reinforced reactive powder concrete following exposure to high temperature reaching 800°C

(2011) Yuh-Shiou Tai et al.   NUCLEAR ENGINEERING AND DESIGN

Contribution of cocktail of polypropylene and steel fibres in improving the behaviour of high strength concrete subjected to high temperature

(2010) P. Pliya et al.   CONSTRUCTION AND BUILDING MATERIALS

Performance of thermally damaged fibre reinforced concretes

(2008) K.K. Sideris et al.   CONSTRUCTION AND BUILDING MATERIALS

Predicting the compressive strength of steel fiber added lightweight concrete using neural network

(2007) Fatih Altun et al.   COMPUTATIONAL MATERIALS SCIENCE