Data-driven compressive strength prediction of steel fiber reinforced concrete (SFRC) subjected to elevated temperatures using stacked machine learning algorithms
出版年份 2022 全文链接
标题
Data-driven compressive strength prediction of steel fiber reinforced concrete (SFRC) subjected to elevated temperatures using stacked machine learning algorithms
作者
关键词
-
出版物
Journal of Materials Research and Technology-JMR&T
Volume 21, Issue -, Pages 3777-3794
出版商
Elsevier BV
发表日期
2022-11-05
DOI
10.1016/j.jmrt.2022.10.153
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- 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
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started