Application of Machine Learning Approaches to Predict the Strength Property of Geopolymer Concrete
出版年份 2022 全文链接
标题
Application of Machine Learning Approaches to Predict the Strength Property of Geopolymer Concrete
作者
关键词
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出版物
Materials
Volume 15, Issue 7, Pages 2400
出版商
MDPI AG
发表日期
2022-03-25
DOI
10.3390/ma15072400
参考文献
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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
- Influence of waste glass powder as a supplementary cementitious material (SCM) on physical and mechanical properties of cement paste under high temperatures
- (2022) Xi Jiang et al. Journal of Cleaner Production
- Influence of machine learning membership functions and degree of membership function on each input parameter for simulation of reactors
- (2021) Rasool Pelalak et al. Scientific Reports
- Efficiency of basalt fiber length and content on mechanical and microstructural properties of hybrid fiber concrete
- (2021) Mehran Khan et al. FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
- Circular economy and durability in geopolymers ceramics pieces obtained from glass polishing waste
- (2021) Afonso R. G. de Azevedo et al. International Journal of Applied Ceramic Technology
- Uniaxial Tensile Behavior, Flexural Properties, Empirical Calculation and Microstructure of Multi-Scale Fiber Reinforced Cement-Based Material at Elevated Temperature
- (2021) Li Li et al. Materials
- Application of Novel Machine Learning Techniques for Predicting the Surface Chloride Concentration in Concrete Containing Waste Material
- (2021) Ayaz Ahmad et al. Materials
- Novel Analytical Method for Mix Design and Performance Prediction of High Calcium Fly Ash Geopolymer Concrete
- (2021) Chamila Gunasekara et al. Polymers
- Effect of granulated phosphorus slag on physical, mechanical and microstructural characteristics of Class F fly ash based geopolymer
- (2021) Yanhai Wang et al. CONSTRUCTION AND BUILDING MATERIALS
- Effect of silica-fume content on performance of CaCO3 whisker and basalt fiber at matrix interface in cement-based composites
- (2021) Mehran Khan et al. CONSTRUCTION AND BUILDING MATERIALS
- Analyzing the Compressive Strength of Ceramic Waste-Based Concrete Using Experiment and Artificial Neural Network (ANN) Approach
- (2021) Hongwei Song et al. Materials
- Comparative Study of Supervised Machine Learning Algorithms for Predicting the Compressive Strength of Concrete at High Temperature
- (2021) Ayaz Ahmad et al. Materials
- An Experimental and Empirical Study on the Use of Waste Marble Powder in Construction Material
- (2021) Muhammad Sufian et al. Materials
- Hybrid fiber concrete with different basalt fiber length and content
- (2021) Mehran Khan et al. Structural Concrete
- Predicting the compressive strength of concrete with fly ash admixture using machine learning algorithms
- (2021) Hongwei Song et al. CONSTRUCTION AND BUILDING MATERIALS
- Geopolymer concrete as sustainable material: A state of the art review
- (2021) Furqan Farooq et al. CONSTRUCTION AND BUILDING MATERIALS
- Experimental and Thermodynamic Study of Alkali-Activated Waste Glass and Calcium Sulfoaluminate Cement Blends: Shrinkage, Efflorescence Potential, and Phase Assemblages
- (2021) Rui Xiao et al. JOURNAL OF MATERIALS IN CIVIL ENGINEERING
- Modeling ultrasonic welding of polymers using an optimized artificial intelligence model using a gradient-based optimizer
- (2021) Ammar H. Elsheikh et al. Welding in the World
- Application of Advanced Machine Learning Approaches to Predict the Compressive Strength of Concrete Containing Supplementary Cementitious Materials
- (2021) Waqas Ahmad et al. Materials
- Computation of High-Performance Concrete Compressive Strength Using Standalone and Ensembled Machine Learning Techniques
- (2021) Yue Xu et al. Materials
- Prediction of Geopolymer Concrete Compressive Strength Using Novel Machine Learning Algorithms
- (2021) Ayaz Ahmad et al. Polymers
- Prediction of Compressive Strength of Fly-Ash-Based Concrete Using Ensemble and Non-Ensemble Supervised Machine-Learning Approaches
- (2021) Yang Song et al. Applied Sciences-Basel
- A new optimized artificial neural network model to predict thermal efficiency and water yield of tubular solar still
- (2021) Essam B. Moustafa et al. Case Studies in Thermal Engineering
- Effect of Coconut Fiber Length and Content on Properties of High Strength Concrete
- (2020) Waqas Ahmad et al. Materials
- A novel artificial intelligence technique to predict compressive strength of recycled aggregate concrete using ICA-XGBoost model
- (2020) Jin Duan et al. ENGINEERING WITH COMPUTERS
- XGBoost algorithm-based prediction of concrete electrical resistivity for structural health monitoring
- (2020) Wei Dong et al. AUTOMATION IN CONSTRUCTION
- Analyzing the compressive strength of green fly ash based geopolymer concrete using experiment and machine learning approaches
- (2020) Khoa Tan Nguyen et al. CONSTRUCTION AND BUILDING MATERIALS
- Prediction of laser cutting parameters for polymethylmethacrylate sheets using random vector functional link network integrated with equilibrium optimizer
- (2020) Ammar H. Elsheikh et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Review on different testing methods and factors affecting fracture properties of fiber reinforced cementitious composites
- (2020) Chaopeng Xie et al. CONSTRUCTION AND BUILDING MATERIALS
- Eco-friendly geopolymer prepared from solid wastes: A critical review
- (2020) Bo Ren et al. CHEMOSPHERE
- Alkali-activated slag supplemented with waste glass powder: Laboratory characterization, thermodynamic modelling and sustainability analysis
- (2020) Rui Xiao et al. JOURNAL OF CLEANER PRODUCTION
- Recycling waste materials in geopolymer concrete
- (2019) Abbas Mohajerani et al. Clean Technologies and Environmental Policy
- Modeling of solar energy systems using artificial neural network: A comprehensive review
- (2019) Ammar H. Elsheikh et al. SOLAR ENERGY
- A novel study for the estimation of crack propagation in concrete using machine learning algorithms
- (2019) Gökhan Bayar et al. CONSTRUCTION AND BUILDING MATERIALS
- Effect of different PVA and steel fiber length and content on mechanical properties of CaCO3 whisker reinforced cementitious composites
- (2019) M. Cao et al. MATERIALES DE CONSTRUCCION
- Eco-friendly mortars with addition of ornamental stone waste - A mathematical model approach for granulometric optimization
- (2019) Lucas Fonseca Amaral et al. JOURNAL OF CLEANER PRODUCTION
- Investigations on the properties of geopolymer mortar and concrete with mineral admixtures: A review
- (2019) Bharat Bhushan Jindal CONSTRUCTION AND BUILDING MATERIALS
- Resistance of fly ash based geopolymer mortar to both chemicals and high thermal cycles simultaneously
- (2019) Sukanta Kumer Shill et al. CONSTRUCTION AND BUILDING MATERIALS
- Metakaolin-based geopolymer mortars with different alkaline activators (Na + and K + )
- (2018) Thais da Silva Rocha et al. CONSTRUCTION AND BUILDING MATERIALS
- Different testing methods for assessing the synthetic fiber distribution in cement-based composites
- (2018) Mingli Cao et al. CONSTRUCTION AND BUILDING MATERIALS
- Geopolymer binders from metakaolin using sodium waterglass from waste glass and rice husk ash as alternative activators: A comparative study
- (2016) Hervé K. Tchakouté et al. CONSTRUCTION AND BUILDING MATERIALS
- Carbonation of a blended slag-fly ash geopolymer concrete in field conditions after 8years
- (2016) Kirubajiny Pasupathy et al. CONSTRUCTION AND BUILDING MATERIALS
- Long term permeation properties of different fly ash geopolymer concretes
- (2016) Chamila Gunasekara et al. CONSTRUCTION AND BUILDING MATERIALS
- Strength and microstructural properties of fly ash based geopolymer concrete containing high-calcium and water-absorptive aggregate
- (2016) Rahimah Embong et al. JOURNAL OF CLEANER PRODUCTION
- Geopolymer concrete: A review of some recent developments
- (2015) B. Singh et al. CONSTRUCTION AND BUILDING MATERIALS
- Durability Study on High Calcium Fly Ash Based Geopolymer Concrete
- (2015) Ganesan Lavanya et al. Advances in Materials Science and Engineering
- Geopolymers and Related Alkali-Activated Materials
- (2014) John L. Provis et al. Annual Review of Materials Research
- Effects of NaOH concentrations on physical and electrical properties of high calcium fly ash geopolymer paste
- (2013) Sakonwan Hanjitsuwan et al. CEMENT & CONCRETE COMPOSITES
- Predicting compressive strength of different geopolymers by artificial neural networks
- (2012) Ali Nazari et al. CERAMICS INTERNATIONAL
- The effect of microwave incinerated rice husk ash on the compressive and bond strength of fly ash based geopolymer concrete
- (2012) Andri Kusbiantoro et al. CONSTRUCTION AND BUILDING MATERIALS
- Impact of Alkali Silica Reaction on Fly Ash-Based Geopolymer Concrete
- (2012) Kunal Kupwade-Patil et al. JOURNAL OF MATERIALS IN CIVIL ENGINEERING
- Effect of SiO2 and Al2O3 on the setting and hardening of high calcium fly ash-based geopolymer systems
- (2012) Prinya Chindaprasirt et al. JOURNAL OF MATERIALS SCIENCE
- NaOH-activated ground fly ash geopolymer cured at ambient temperature
- (2011) Kiatsuda Somna et al. FUEL
- Compressive strength and microstructural characteristics of class C fly ash geopolymer
- (2009) Xiaolu Guo et al. CEMENT & CONCRETE COMPOSITES
- Influence of granulated blast furnace slag on the reaction, structure and properties of fly ash based geopolymer
- (2009) Sanjay Kumar et al. JOURNAL OF MATERIALS SCIENCE
- Influence of NaOH solution on the synthesis of fly ash geopolymer
- (2009) Ubolluk Rattanasak et al. MINERALS ENGINEERING
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