Cargando…

A Predictive Mimicker of Fracture Behavior in Fiber Reinforced Concrete Using Machine Learning

Due to the exceptional qualities of fiber reinforced concrete, its application is expanding day by day. However, its mixed design is mainly based on extensive experimentations. This study aims to construct a machine learning model capable of predicting the fracture behavior of all conceivable fiber...

Descripción completa

Detalles Bibliográficos
Autores principales:	Khokhar, Sikandar Ali, Ahmed, Touqeer, Khushnood, Rao Arsalan, Ali, Syed Muhammad, Shahnawaz
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8709370/ https://www.ncbi.nlm.nih.gov/pubmed/34947265 http://dx.doi.org/10.3390/ma14247669

Ejemplares similares

Comparative assessment of impact analysis methods applied to large commercial aircraft crash on reinforced concrete containment
por: Sadiq, Muhammad, et al.
Publicado: (2020)

Incorporation of Wheat Straw Ash as Partial Sand Replacement for Production of Eco-Friendly Concrete
por: Memon, Shazim Ali, et al.
Publicado: (2021)

Influence of Fiber Distribution and Orientation in the Fracture Behavior of Polyolefin Fiber-Reinforced Concrete
por: Enfedaque, Alejandro, et al.
Publicado: (2019)

Behavior of Concrete Reinforced with Date Palm Fibers
por: Althoey, Fadi, et al.
Publicado: (2022)

Research on the Fracture Behavior of Steel-Fiber-Reinforced High-Strength Concrete
por: Qin, Shanming, et al.
Publicado: (2021)

Dynamic Fracture Behavior of Steel Fiber Reinforced Self-Compacting Concretes (SFRSCCs)
por: Zhang, Xiaoxin, et al.
Publicado: (2017)

Experimental and Simulation Study of the Fracture Instability Behavior in Polypropylene Fiber-Reinforced Concrete
por: Cao, Peng, et al.
Publicado: (2023)

Prediction of Compressive Strength of Sustainable Foam Concrete Using Individual and Ensemble Machine Learning Approaches
por: Ullah, Haji Sami, et al.
Publicado: (2022)

Fracture Behavior of Basalt Fiber-Reinforced Airport Pavement Concrete at Different Strain Rates
por: Mu, Yifan, et al.
Publicado: (2022)

Compressive Strength of Steel Fiber-Reinforced Concrete Employing Supervised Machine Learning Techniques
por: Li, Yongjian, et al.
Publicado: (2022)

Steel fiber reinforced concrete: behavior, modelling and design
por: Singh, Harvinder
Publicado: (2017)

Mechanical Experiments on Concrete with Hybrid Fiber Reinforcement for Structural Rehabilitation
por: Shahid, Muhammad Asharib, et al.
Publicado: (2022)

Compressive Behavior of Fiber-Reinforced Concrete with End-Hooked Steel Fibers
por: Lee, Seong-Cheol, et al.
Publicado: (2015)

Fiber reinforced concrete : developments and innovations
Publicado: (1994)

Basalt Fibers Reinforced Concrete: Strength and Failure Modes
por: AL-Kharabsheh, Buthainah Nawaf, et al.
Publicado: (2022)

Geopolymers and Fiber-Reinforced Concrete Composites in Civil Engineering
por: Mahmood, Aamir, et al.
Publicado: (2021)

Testing of fiber reinforced concrete
Publicado: (1995)

Steel fiber reinforced concrete
Publicado: (1994)

Bacterial Carbonate Precipitation Using Active Metabolic Pathway to Repair Mortar Cracks
por: Raza, Ali, et al.
Publicado: (2022)

Shear Behavior of Hybrid Fiber Reinforced Concrete Deep Beams
por: Ma, Kaize, et al.
Publicado: (2018)

Flexural Behavior of Polyurethane Concrete Reinforced by Carbon Fiber Grid
por: Ding, Hongjian, et al.
Publicado: (2021)

Computational Fracture Evolution Analysis of Steel-Fiber-Reinforced Concrete Using Concrete Continuous Damage and Fiber Progressive Models
por: Pokorska, Iwona, et al.
Publicado: (2023)

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

Structural Behavior Evaluation of Reinforced Concrete Using the Fiber-Reinforced Polymer Strengthening Method
por: Kim, Tae-Kyun, et al.
Publicado: (2021)

Experimental Behavior of Cracked Reinforced Concrete Columns Strengthened with Reinforced Concrete Jacketing
por: Mohamed Sayed, Ahmed, et al.
Publicado: (2020)

Prediction of the Mechanical Properties of Basalt Fiber Reinforced High-Performance Concrete Using Machine Learning Techniques
por: Hasanzadeh, Ali, et al.
Publicado: (2022)

Simulation of Four-Point Bending Fracture Test of Steel-Fiber-Reinforced Concrete
por: Kan, Wenguang, et al.
Publicado: (2022)

Glass Fibers Reinforced Concrete: Overview on Mechanical, Durability and Microstructure Analysis
por: Ahmad, Jawad, et al.
Publicado: (2022)

Performance of Reinforced Concrete Beams Strengthened with Carbon Fiber Reinforced Polymer Strips
por: Haroon, Muhammad, et al.
Publicado: (2021)

Basalt Fiber Reinforced Concrete: A Compressive Review on Durability Aspects
por: Al-Kharabsheh, Buthainah Nawaf, et al.
Publicado: (2023)

Experimental Study on Shear Behavior of Steel Fiber Reinforced Concrete Beams with High-Strength Reinforcement
por: Zhao, Jun, et al.
Publicado: (2018)

Flexural Behavior of Composite Concrete Slabs Made with Steel and Polypropylene Fibers Reinforced Concrete in the Compression Zone
por: Sadowska-Buraczewska, Barbara, et al.
Publicado: (2020)

Reinforcement Corrosion Testing in Concrete and Fiber Reinforced Concrete Specimens Exposed to Aggressive External Factors
por: Raczkiewicz, Wioletta, et al.
Publicado: (2023)

Mechanical Behavior of Steel Fiber-Reinforced Concrete Beams Bonded with External Carbon Fiber Sheets
por: Gribniak, Viktor, et al.
Publicado: (2017)

The Effect of Steel and Basalt Fibers on the Shear Behavior of Double-Span Fiber Reinforced Concrete Beams
por: Krassowska, Julita, et al.
Publicado: (2021)

Finite Element Analysis of Glass Fiber-Reinforced Polymer-(GFRP) Reinforced Continuous Concrete Beams
por: Ahmad, Hazem, et al.
Publicado: (2021)

Systematic Review on the Creep of Fiber-Reinforced Concrete
por: Tošić, Nikola, et al.
Publicado: (2020)

Assessment of the Specimen Size Effect on the Fracture Energy of Macro-Synthetic-Fiber-Reinforced Concrete
por: Daneshfar, Mohammad, et al.
Publicado: (2023)

An Experimental Study on the Properties of Concrete and Fiber-Reinforced Concrete in Rigid Pavements
por: Kos, Željko, et al.
Publicado: (2023)

Shear Behavior of Concrete Beams Reinforced with a New Type of Glass Fiber Reinforced Polymer Reinforcement: Experimental Study
por: Bywalski, Czesław, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_25s87f5vidf6lg9ckcv3hu348o