Cargando…

Prediction of Rockfill Materials’ Shear Strength Using Various Kernel Function-Based Regression Models—A Comparative Perspective

The mechanical behavior of the rockfill materials (RFMs) used in a dam’s shell must be evaluated for the safe and cost-effective design of embankment dams. However, the characterization of RFMs with specific reference to shear strength is challenging and costly, as the materials may contain particle...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ahmad, Mahmood, Al-Mansob, Ramez A., Jamil, Irfan, Al-Zubi, Mohammad A., Sabri, Mohanad Muayad Sabri, Alguno, Arnold C.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8911239/ https://www.ncbi.nlm.nih.gov/pubmed/35268965 http://dx.doi.org/10.3390/ma15051739

Ejemplares similares

Predicting California bearing ratio of HARHA-treated expansive soils using Gaussian process regression
por: Ahmad, Mahmood, et al.
Publicado: (2023)

Author Correction: Predicting California bearing ratio of HARHA-treated expansive soils using Gaussian process regression
por: Ahmad, Mahmood, et al.
Publicado: (2023)

Influence of Scale Effect on Strength and Deformation Characteristics of Rockfill Materials
por: Han, Hongxing, et al.
Publicado: (2022)

Prediction of the Compressive Strength for Cement-Based Materials with Metakaolin Based on the Hybrid Machine Learning Method
por: Huang, Jiandong, et al.
Publicado: (2022)

Intelligent Design of Construction Materials: A Comparative Study of AI Approaches for Predicting the Strength of Concrete with Blast Furnace Slag
por: Wu, Xiangping, et al.
Publicado: (2022)

The Efficiency of Hybrid Intelligent Models in Predicting Fiber-Reinforced Polymer Concrete Interfacial-Bond Strength
por: Barkhordari, Mohammad Sadegh, et al.
Publicado: (2022)

Effects of Various Mineral Admixtures and Fibrillated Polypropylene Fibers on the Properties of Engineered Cementitious Composite (ECC) Based Mortars
por: Hanif Khan, Muhammad, et al.
Publicado: (2022)

Predicting the Compressive Strength of the Cement-Fly Ash–Slag Ternary Concrete Using the Firefly Algorithm (FA) and Random Forest (RF) Hybrid Machine-Learning Method
por: Huang, Jiandong, et al.
Publicado: (2022)

Application of KNN-based isometric mapping and fuzzy c-means algorithm to predict short-term rockburst risk in deep underground projects
por: Kamran, Muhammad, et al.
Publicado: (2022)

The Wetting Deformation Model of Rockfill and Its Two Methods for Simulating Rockfill Dam Collapse Settlement
por: Pan, Litan, et al.
Publicado: (2023)

Mechanical Properties, Crack Width, and Propagation of Waste Ceramic Concrete Subjected to Elevated Temperatures: A Comprehensive Study
por: Najm, Hadee Mohammed, et al.
Publicado: (2022)

Colour Change of Sustainable Concrete Containing Waste Ceramic and Hybrid Fibre: Effect of Temperature
por: Najm, Hadee Mohammed, et al.
Publicado: (2022)

Influence Factors in the Wide Application of Alkali-Activated Materials: A Critical Review about Efflorescence
por: Liang, Kaikang, et al.
Publicado: (2022)

Intelligent Design of Building Materials: Development of an AI-Based Method for Cement-Slag Concrete Design
por: Zhu, Fei, et al.
Publicado: (2022)

Research on the Properties and Mechanism of Carbon Nanotubes Reinforced Low-Carbon Ecological Cement-Based Materials
por: Cui, Kai, et al.
Publicado: (2022)

Destructive and Non-Destructive Evaluation of Fibre-Reinforced Concrete: A Comprehensive Study of Mechanical Properties
por: Najm, Hadee Mohammed, et al.
Publicado: (2022)

Effect of Using Steel Bar Reinforcement on Concrete Quality by Ultrasonic Pulse Velocity Measurements
por: Nanayakkara, Ominda, et al.
Publicado: (2022)

Comprehensive Study on the Performance of Waste HDPE and LDPE Modified Asphalt Binders for Construction of Asphalt Pavements Application
por: Ghani, Usman, et al.
Publicado: (2022)

Using Machine Learning Algorithms to Estimate the Compressive Property of High Strength Fiber Reinforced Concrete
por: Dai, Li, et al.
Publicado: (2022)

A Comparative Study of AI-Based International Roughness Index (IRI) Prediction Models for Jointed Plain Concrete Pavement (JPCP)
por: Wang, Qiang, et al.
Publicado: (2022)

Study of Dispersion, Hydration, and Microstructure of Graphene Nanoplates-Modified Sulfoaluminate Cement Paste
por: Cui, Kai, et al.
Publicado: (2022)

Influence of Graphene Nanoplates on Dispersion, Hydration Behavior of Sulfoaluminate Cement Composites
por: Cui, Kai, et al.
Publicado: (2022)

Evaluation and Numerical Investigations of the Cyclic Behavior of Smart Composite Steel–Concrete Shear Wall: Comprehensive Study of Finite Element Model
por: Najm, Hadee Mohammed, et al.
Publicado: (2022)

Soil Injection Technology Using an Expandable Polyurethane Resin: A Review
por: Sabri, Mohanad Muayad Sabri, et al.
Publicado: (2021)

Prediction of ground vibration due to mine blasting in a surface lead–zinc mine using machine learning ensemble techniques
por: Hosseini, Shahab, et al.
Publicado: (2023)

Fly Ash-Based Geopolymer Composites: A Review of the Compressive Strength and Microstructure Analysis
por: Qaidi, Shaker, et al.
Publicado: (2022)

Investigation of the acoustic emission and fractal characteristics of coal with varying water contents during uniaxial compression failure
por: Ali, Muhammad, et al.
Publicado: (2023)

Vertical Fiberglass Micropiles as Soil-Reinforcing Elements
por: Sabri, Mohanad Muayad Sabri, et al.
Publicado: (2022)

Prediction of Bearing Capacity of the Square Concrete-Filled Steel Tube Columns: An Application of Metaheuristic-Based Neural Network Models
por: Sarir, Payam, et al.
Publicado: (2022)

Settlement of Soil Reinforced with Vertical Fiberglass Micro-Piles
por: Sabri, Mohanad Muayad Sabri, et al.
Publicado: (2022)

Intelligent ground vibration prediction in surface mines using an efficient soft computing method based on field data
por: Keshtegar, Behrooz, et al.
Publicado: (2023)

Modification Tests to Optimize Compaction Quality Control of Granite Rockfill in Highway Embankments
por: Teijón-López-Zuazo, Evelio, et al.
Publicado: (2020)

Properties and Applications of Geopolymer Composites: A Review Study of Mechanical and Microstructural Properties
por: Saeed, Ahmed, et al.
Publicado: (2022)

Hybrid Effect of Steel Bars and PAN Textile Reinforcement on Ductility of One-Way Slab Subjected to Bending
por: Hussein, Omar H., et al.
Publicado: (2022)

Experimental Study on Durability Degradation of Geopolymer-Stabilized Soil under Sulfate Erosion
por: Wang, Guanci, et al.
Publicado: (2022)

Concrete Containing Waste Glass as an Environmentally Friendly Aggregate: A Review on Fresh and Mechanical Characteristics
por: Qaidi, Shaker, et al.
Publicado: (2022)

Displacement-Based Back-Analysis of the Model Parameters of the Nuozhadu High Earth-Rockfill Dam
por: Wu, Yongkang, et al.
Publicado: (2014)

The Micro-Shear Bond Strength of Various Resinous Restorative Materials to Aged Biodentine
por: Nekoofar, Mohammad Hossein, et al.
Publicado: (2018)

Evaluation and Prediction of the Bending Behavior of Circular Hollow Steel Tube Sections Using Finite Element Analysis
por: Khalaf, Manahel Shahath, et al.
Publicado: (2022)

Experimental Study on the Shear Strength of Reinforced Concrete Beams with Various Integrated Shear Reinforcements
por: Yoo, Mooyoung
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_t2epoehc12ltqpc96unea5hdpl