Data-driven shear strength prediction of steel fiber reinforced concrete beams using machine learning approach

Pavement defect detection with fully convolutional network and an uncertainty framework

(2020) Zheng Tong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Applicability of machine learning to a crack model in concrete bridges

(2020) Yuriko Okazaki et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls

(2020) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

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

(2020) Hai-Bang Ly et al.   Sustainability

Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm

(2020) De-Cheng Feng et al.   ADVANCED ENGINEERING INFORMATICS

The promise of implementing machine learning in earthquake engineering: A state-of-the-art review

(2020) Yazhou Xie et al.   EARTHQUAKE SPECTRA

Effect of Steel Fibers on the Hysteretic Performance of Concrete Beams with Steel Reinforcement—Tests and Analysis

(2020) Violetta K. Kytinou et al.   Materials

Analysis of Residual Flexural Stiffness of Steel Fiber-Reinforced Concrete Beams with Steel Reinforcement

(2020) Violetta K. Kytinou et al.   Materials

Database of Shear Experiments on Steel Fiber Reinforced Concrete Beams without Stirrups

(2019) Eva Lantsoght   Materials

Shear strength of steel fiber-unconfined reinforced concrete beam simulation: Application of novel intelligent model

(2019) Behrooz Keshtegar et al.   COMPOSITE STRUCTURES

Cyclic Response of Steel Fiber Reinforced Concrete Slender Beams; an Experimental Study

(2019) Chalioris et al.   Materials

Natural hazard vulnerability quantification of offshore wind turbine in shallow water

(2019) J. Pokhrel et al.   ENGINEERING STRUCTURES

Decision tree based bridge restoration models for extreme event performance assessment of regional road networks

(2019) Sabarethinam Kameshwar et al.   Structure and Infrastructure Engineering

Mechanical properties of recycled aggregate concrete containing crumb rubber and polypropylene fiber

(2019) F.M. Zahid Hossain et al.   CONSTRUCTION AND BUILDING MATERIALS

Classifying Earthquake Damage to Buildings Using Machine Learning

(2019) Sujith Mangalathu et al.   EARTHQUAKE SPECTRA

Machine Learning–Based Failure Mode Recognition of Circular Reinforced Concrete Bridge Columns: Comparative Study

(2019) Sujith Mangalathu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Shear Strength Prediction Equations and Experimental Study of High Strength Steel Fiber-Reinforced Concrete Beams with Different Shear Span-to-Depth Ratios

(2019) Wisena Perceka et al.   Applied Sciences-Basel

New empirical approach for determining nominal shear capacity of steel fiber reinforced concrete beams

(2019) Masoud Ahmadi et al.   CONSTRUCTION AND BUILDING MATERIALS

Effects of stirrup, steel fiber, and beam size on shear behavior of high-strength concrete beams

(2018) Doo-Yeol Yoo et al.   CEMENT & CONCRETE COMPOSITES

Classification of failure mode and prediction of shear strength for reinforced concrete beam-column joints using machine learning techniques

(2018) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Structural response of steel-fiber-reinforced concrete beams under various loading rates

(2018) Jin-Young Lee et al.   ENGINEERING STRUCTURES

Comparison of Machine Learning Techniques for the Prediction of Compressive Strength of Concrete

(2018) Palika Chopra et al.   Advances in Civil Engineering

Arching Action in Steel Fiber-Reinforced Concrete Flat Slabs

(2018) Akshay Venkateshwaran et al.   ACI STRUCTURAL JOURNAL

Experimental Study on Shear Behavior of Steel Fiber Reinforced Concrete Beams with High-Strength Reinforcement

(2018) Jun Zhao et al.   Materials

Shear strength prediction of steel fiber reinforced concrete beam using hybrid intelligence models: A new approach

(2018) Zaher Mundher Yaseen et al.   ENGINEERING STRUCTURES

An experimental study on the shear strength of SFRC beams without stirrups

(2017) Guray Arslan et al.   Journal of Theoretical and Applied Mechanics

Effect of steel fibers on the shear behavior of high strength concrete beams

(2016) T. Tahenni et al.   CONSTRUCTION AND BUILDING MATERIALS

Shear strength of steel fibre reinforced concrete beams with stirrups

(2016) Ali Amin et al.   ENGINEERING STRUCTURES

Modeling shear strength of medium- to ultra-high-strength steel fiber-reinforced concrete beams using artificial neural network

(2016) Khandaker M. A. Hossain et al.   NEURAL COMPUTING & APPLICATIONS

High Strength Concrete Columns under Axial Compression Load: Hybrid Confinement Efficiency of High Strength Transverse Reinforcement and Steel Fibers

(2016) Wisena Perceka et al.   Materials

Recycled Steel Fibre Reinforced Concrete failing in bending and in shear

(2015) Ziaaddin Zamanzadeh et al.   CONSTRUCTION AND BUILDING MATERIALS

Exploring mechanical and durability properties of ultra-high performance concrete incorporating various steel fiber lengths and dosages

(2015) Safeer Abbas et al.   CONSTRUCTION AND BUILDING MATERIALS

Monotonic behavior of large-scale SFRC beams without stirrups

(2015) Dipti Ranjan Sahoo et al.   ENGINEERING STRUCTURES

Experimental study on shear-span to effective-depth ratio of steel fiber reinforced concrete T-beams

(2015) Dipti Ranjan Sahoo et al.   MATERIALS AND STRUCTURES

Development of prediction models for shear strength of SFRCB using a machine learning approach

(2015) Masoud Sarveghadi et al.   NEURAL COMPUTING & APPLICATIONS

Size Effect in Shear for Steel Fiber Reinforced Concrete Members without Stirrups

(2015) Abdoladel Shoaib et al.   ACI STRUCTURAL JOURNAL

An Appraisal of Steel Fibers as Minimum Shear Reinforcement in Concrete Beams

(2015) Bhupinder Singh et al.   ACI STRUCTURAL JOURNAL

Improved Shear Equations for Steel Fiber-Reinforced Concrete Deep and Slender Beams

(2015) Md Shahnewaz et al.   ACI STRUCTURAL JOURNAL

Shear strength of full-scale steel fibre-reinforced concrete beams without stirrups

(2013) Nino Spinella   Computers and Concrete

Analytical approach for the evaluation of minimum fibre factor required for steel fibrous concrete beams under combined shear and flexure

(2013) Constantin E. Chalioris   CONSTRUCTION AND BUILDING MATERIALS

Use of response surface metamodels to generate system level fragilities for existing curved steel bridges

(2013) Junwon Seo et al.   ENGINEERING STRUCTURES

Evaluation of shear performance of steel fibre reinforced concrete beams using a modified smeared-truss model

(2013) Jin-Ha Hwang et al.   MAGAZINE OF CONCRETE RESEARCH

Shear strength analysis and prediction of reinforced concrete transfer beams in high-rise buildings

(2013) R.S. Londhe   STRUCTURAL ENGINEERING AND MECHANICS

Metamodel-based regional vulnerability estimate of irregular steel moment-frame structures subjected to earthquake events

(2012) Junwon Seo et al.   ENGINEERING STRUCTURES

Effects of Steel Fibers on Shear Behavior of High-Strength Reinforced Concrete Beams

(2011) A. N. Dancygier et al.   ADVANCES IN STRUCTURAL ENGINEERING

Predicting the shear strength of steel fiber reinforced concrete beams

(2011) Emma Slater et al.   CONSTRUCTION AND BUILDING MATERIALS

Shear Strength Model for Steel Fiber Reinforced Concrete Beams without Stirrup Reinforcement

(2010) Hai H. Dinh et al.   JOURNAL OF STRUCTURAL ENGINEERING

Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China

(2008) X. Yao et al.   GEOMORPHOLOGY

Improved estimation in multiple linear regression models with measurement error and general constraint

(2008) Hua Liang et al.   JOURNAL OF MULTIVARIATE ANALYSIS