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

Ultimate shear response of ultra-high-performance steel fibre-reinforced concrete elements

(2020) C. Ţibea et al.   Archives of Civil and Mechanical Engineering

Impact of Reinforcement Ratio on Shear Behavior of I-Shaped UHPC Beams with and without Fiber Shear Reinforcement

(2020) Altug Yavas et al.   Materials

Effective fiber type investigation on the shear behavior of ultrahigh-performance fiber-reinforced concrete beams

(2019) Altuğ Yavaş et al.   ADVANCES IN STRUCTURAL ENGINEERING

Shear strength of fiber-reinforced high-strength steel ultra-high-performance concrete beams based on refined calculation of compression zone depth considering concrete tension

(2019) Jianan Qi et al.   ADVANCES IN STRUCTURAL ENGINEERING

A comparative study of flexural and shear behavior of ultra-high-performance fiber-reinforced concrete beams

(2019) Masoud Pourbaba et al.   ADVANCES IN STRUCTURAL ENGINEERING

AI-based cognitive framework for evaluating response of concrete structures in extreme conditions

(2019) M.Z. Naser   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Shear Behavior of Ultra-High-Performance Concrete (UHPC) Beams Reinforced with High-Strength Steel Bars

(2019) Shamsad Ahmad et al.   ACI STRUCTURAL JOURNAL

Data interpretation framework integrating machine learning and pattern recognition for self-powered data-driven damage identification with harvested energy variations

(2019) Hadi Salehi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Steel Fiber Use as Shear Reinforcement on I-Shaped UHP-FRC Beams

(2019) Umut Hasgul et al.   Applied Sciences-Basel

Probabilistic numerical model of cracking in ultra-high performance fibre reinforced concrete (UHPFRC) beams subjected to shear loading

(2018) Pierre Rossi et al.   CEMENT & CONCRETE COMPOSITES

Shear behavior of ultra-high performance concrete

(2018) Masoud Pourbaba et al.   CONSTRUCTION AND BUILDING MATERIALS

Minimum shear reinforcement for ultra-high performance fiber reinforced concrete deep beams

(2018) Ahmed M. Yousef et al.   CONSTRUCTION AND BUILDING MATERIALS

Emerging artificial intelligence methods in structural engineering

(2018) Hadi Salehi et al.   ENGINEERING STRUCTURES

Shear behavior of fiber-reinforced ultra-high performance concrete beams

(2018) Tamás Mészöly et al.   ENGINEERING STRUCTURES

Structural damage identification using image-based pattern recognition on event-based binary data generated from self-powered sensor networks

(2018) Hadi Salehi et al.   Structural Control & Health Monitoring

Experimental study on shear behavior of prestressed reactive powder concrete I-girders

(2018) Hui Zheng et al.   Frontiers of Structural and Civil Engineering

Analysis of flexural and shear resistance of ultra high performance fiber reinforced concrete beams without stirrups

(2018) Venkatesh Kodur et al.   ENGINEERING STRUCTURES

Hybrid Fibres as Shear Reinforcement in High-Performance Concrete Beams with and without Openings

(2018) Piotr Smarzewski   Applied Sciences-Basel

An algorithmic framework for reconstruction of time-delayed and incomplete binary signals from an energy-lean structural health monitoring system

(2018) Hadi Salehi et al.   ENGINEERING STRUCTURES

Data-driven support vector machine with optimization techniques for structural health monitoring and damage detection

(2017) Guoqing Gui et al.   KSCE Journal of Civil Engineering

Flexural behavior of rebar reinforced ultra-high performance concrete beams

(2017) Shiming Chen et al.   MAGAZINE OF CONCRETE RESEARCH

Structural performance of ultra-high-performance fiber-reinforced concrete beams

(2017) Charles Kahanji et al.   Structural Concrete

Shear behaviour of SFR-UHPC I-shaped beams

(2016) Raul Zagon et al.   CONSTRUCTION AND BUILDING MATERIALS

Shear Tests for Ultra-High Performance Fiber Reinforced Concrete (UHPFRC) Beams with Shear Reinforcement

(2016) Woo-Young Lim et al.   International Journal of Concrete Structures and Materials

Structural performance of ultra-high-performance concrete beams with different steel fibers

(2015) Doo-Yeol Yoo et al.   ENGINEERING STRUCTURES

Punching shear capacity estimation of FRP-reinforced concrete slabs using a hybrid machine learning approach

(2015) Duy-Thang Vu et al.   Structure and Infrastructure Engineering

Machine learning in concrete strength simulations: Multi-nation data analytics

(2014) Jui-Sheng Chou et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of fiber length and placement method on flexural behavior, tension-softening curve, and fiber distribution characteristics of UHPFRC

(2014) Doo-Yeol Yoo et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of shear strength of FRP-reinforced concrete flexural members without stirrups using artificial neural networks

(2014) S. Lee et al.   ENGINEERING STRUCTURES

Analysis of flexure-shear behavior of UHPFRC beams based on stress field approach

(2013) Florent Baby et al.   ENGINEERING STRUCTURES

Prediction of high performance concrete strength using Genetic Programming with geometric semantic genetic operators

(2013) Mauro Castelli et al.   EXPERT SYSTEMS WITH APPLICATIONS

Shear Behavior of Ultrahigh Performance Fiber-Reinforced Concrete Beams. I: Experimental Investigation

(2013) Florent Baby et al.   JOURNAL OF STRUCTURAL ENGINEERING

Prediction of compressive strength of concrete containing construction and demolition waste using artificial neural networks

(2012) Adriana Trocoli Abdon Dantas et al.   CONSTRUCTION AND BUILDING MATERIALS

Shear behaviour of ultra-high-performance fibre-reinforced concrete beams without stirrups

(2012) In-Hwan Yang et al.   MAGAZINE OF CONCRETE RESEARCH

Prediction of compressive strength of self-compacting concrete containing bottom ash using artificial neural networks

(2011) Rafat Siddique et al.   ADVANCES IN ENGINEERING SOFTWARE

Prediction of shear strength of FRP-reinforced concrete beams without stirrups based on genetic programming

(2011) Ilker Fatih Kara   ADVANCES IN ENGINEERING SOFTWARE

Flexural strength of large-scale ultra high performance concrete prestressed T-beams

(2011) In-Hwan Yang et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

Flexural response predictions for ultra-high-performance fibre-reinforced concrete beams

(2011) In-Hwan Yang et al.   MAGAZINE OF CONCRETE RESEARCH

Prediction of elastic modulus of normal and high strength concrete by support vector machine

(2010) Kezhen Yan et al.   CONSTRUCTION AND BUILDING MATERIALS

Structural behavior of ultra high performance concrete beams subjected to bending

(2010) In Hwan Yang et al.   ENGINEERING STRUCTURES

Genetic programming and orthogonal least squares: a hybrid approach to modeling the compressive strength of CFRP-confined concrete cylinders

(2010) Amir Hossein Gandomi et al.   Journal of Mechanics of Materials and Structures

Shear Strength of Steel Fiber-Reinforced Ultrahigh- Performance Concrete Beams without Stirrups

(2010) Yen Lei Voo et al.   JOURNAL OF STRUCTURAL ENGINEERING

First Diagonal Cracking and Ultimate Shear of I-Shaped Reinforced Girders of Ultra High Performance Fiber Reinforced Concrete without Stirrup

(2010) Xiangguo Wu et al.   International Journal of Concrete Structures and Materials

Statistical pattern recognition for Structural Health Monitoring using time series modeling: Theory and experimental verifications

(2009) Mustafa Gul et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The application of statistical pattern recognition methods for damage detection to field data

(2008) A Cheung et al.   Smart Materials and Structures

Seismic damage identification in buildings using neural networks and modal data

(2007) María P. González et al.   COMPUTERS & STRUCTURES