Predicting Flexural Capacity of Ultrahigh-Performance Concrete Beams: Machine Learning–Based Approach

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

Experimental investigation on flexural cracking behavior of ultrahigh performance concrete beams

(2020) Minghong Qiu et al.   Structural Concrete

Computational Hybrid Machine Learning Based Prediction of Shear Capacity for Steel Fiber Reinforced Concrete Beams

(2020) Hai-Bang Ly et al.   Sustainability

Evaluating the bond strength of FRP-to-concrete composite joints using metaheuristic-optimized least-squares support vector regression

(2020) Junfei Zhang et al.   NEURAL COMPUTING & APPLICATIONS

Genetic programming in civil engineering: advent, applications and future trends

(2020) Qianyun Zhang et al.   ARTIFICIAL INTELLIGENCE REVIEW

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

(2020) Roya Solhmirzaei et al.   ENGINEERING STRUCTURES

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

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

Probabilistic hurricane risk analysis of coastal bridges incorporating extreme wave statistics

(2019) Arash Saeidpour et al.   ENGINEERING STRUCTURES

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

Prediction of permeability and unconfined compressive strength of pervious concrete using evolved support vector regression

(2019) Junbo Sun et al.   CONSTRUCTION AND BUILDING MATERIALS

Predicting ultimate bond strength of corroded reinforcement and surrounding concrete using a metaheuristic optimized least squares support vector regression model

(2019) Nhat-Duc Hoang et al.   NEURAL COMPUTING & APPLICATIONS

Shear capacity of reactive-powder-concrete beams using high-strength steel reinforcement

(2019) Xia Cao et al.   PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-STRUCTURES AND BUILDINGS

Prediction of Concrete Strength with P-, S-, R-Wave Velocities by Support Vector Machine (SVM) and Artificial Neural Network (ANN)

(2019) Jong Yil Park et al.   Applied Sciences-Basel

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

Data mining methodology employing artificial intelligence and a probabilistic approach for energy-efficient structural health monitoring with noisy and delayed signals

(2019) Hadi Salehi et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

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

Shear behavior of ultra-high performance concrete

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

A comparison of existing analytical methods to predict the flexural capacity of Ultra High Performance Concrete (UHPC) beams

(2018) Mohamadreza Shafieifar 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

Machine Learning–Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals

(2018) Huan Luo et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Flexural behavior of ultra-high-performance fiber reinforced concrete beams with low and high reinforcement ratios

(2018) Umut Hasgul et al.   Structural Concrete

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

(2018) Venkatesh Kodur et al.   ENGINEERING STRUCTURES

Damage identification in aircraft structures with self-powered sensing technology: A machine learning approach

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

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

(2018) Piotr Smarzewski   Applied Sciences-Basel

Localized damage identification in plate-like structures using self-powered sensor data: A pattern recognition strategy

(2018) H. Salehi et al.   MEASUREMENT

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

Numerical investigation of the shear behavior of reinforced ultra-high-performance concrete beams

(2017) Sifatullah Bahij et al.   Structural Concrete

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

(2017) Charles Kahanji et al.   Structural Concrete

Comparison of Data Mining Techniques for Predicting Compressive Strength of Environmentally Friendly Concrete

(2016) Behzad Abounia Omran et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A Review on Structural Behavior, Design, and Application of Ultra-High-Performance Fiber-Reinforced Concrete

(2016) Doo-Yeol Yoo 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

Finite element modelling of the biaxial behaviour of high-performance fibre-reinforced cement composites (HPFRCC) using Concrete Damaged Plasticity

(2015) Tine Tysmans et al.   FINITE ELEMENTS IN ANALYSIS AND DESIGN

Linear genetic programming for shear strength prediction of reinforced concrete beams without stirrups

(2014) Amir H. Gandomi et al.   APPLIED SOFT COMPUTING

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

Effect of fiber content on mechanical and fracture properties of ultra high performance fiber reinforced cementitious composites

(2013) Doo-Yeol Yoo et al.   COMPOSITE STRUCTURES

Defect Detection in Reinforced Concrete Using Random Neural Architectures

(2013) J.B. Butcher et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Experimental and numerical studies of size effects of Ultra High Performance Steel Fibre Reinforced Concrete (UHPFRC) beams

(2013) Goran H. Mahmud et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Support vector regression based models to predict fracture characteristics of high strength and ultra high strength concrete beams

(2012) P. Yuvaraj et al.   ENGINEERING FRACTURE MECHANICS

Support vector regression based shear strength modelling of deep beams

(2011) Mahesh Pal et al.   COMPUTERS & STRUCTURES

Modeling Structural Performance of Second-Generation Ultrahigh-Performance Concrete Pi-Girders

(2011) Linfeng Chen et al.   Journal of Bridge Engineering

Modeling Structural Performance of Ultrahigh Performance Concrete I-Girders

(2011) Linfeng Chen et al.   Journal of Bridge Engineering

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

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

A new multi-gene genetic programming approach to non-linear system modeling. Part II: geotechnical and earthquake engineering problems

(2011) Amir Hossein Gandomi et al.   NEURAL COMPUTING & APPLICATIONS

A new multi-gene genetic programming approach to nonlinear system modeling. Part I: materials and structural engineering problems

(2011) Amir Hossein Gandomi et al.   NEURAL COMPUTING & APPLICATIONS

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

Strain-hardening UHP-FRC with low fiber contents

(2010) Kay Wille et al.   MATERIALS AND STRUCTURES

Flexural Behavior of an Ultrahigh-Performance Concrete I-Girder

(2008) Benjamin A. Graybeal   Journal of Bridge Engineering