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Machine learning-based prediction of CFST columns using gradient tree boosting algorithm

Composite structures, 2021-03, Vol.259, p.113505, Article 113505

2021

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Support Vector Machine for Short-Term Traffic Flow Prediction and Improvement of Its Model Training using Nearest Neighbor Approach

Transportation research record, 2021-04, Vol.2675 (4), p.362-373

2021

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Reliability Evaluation of Semirigid Steel Frames Using Advanced Analysis

Journal of structural engineering (New York, N.Y.), 2020-05, Vol.146 (5)

2020

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A robust method for safety evaluation of steel trusses using Gradient Tree Boosting algorithm

Advances in engineering software (1992), 2020-09, Vol.147, p.102825, Article 102825

2020

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A robust method for optimization of semi-rigid steel frames subject to seismic loading

Journal of constructional steel research, 2018-06, Vol.145, p.184-195

2018

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Reliability-based design optimization of nonlinear inelastic trusses using improved differential evolution algorithm

Advances in engineering software (1992), 2018-07, Vol.121, p.59-74

2018

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Fuzzy finite element analysis for free vibration response of functionally graded semi-rigid frame structures

Applied Mathematical Modelling, 2020-12, Vol.88, p.852-869

2020

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An efficient method of system reliability analysis of steel cable-stayed bridges

Advances in engineering software (1992), 2017-12, Vol.114, p.295-311

2017

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Predicting the patch load resistance of stiffened plate girders using machine learning algorithms

Ocean engineering, 2021-11, Vol.240, p.109886, Article 109886

2021

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An efficient method for optimizing space steel frames with semi-rigid joints using practical advanced analysis and the micro-genetic algorithm

Journal of constructional steel research, 2017-01, Vol.128, p.416-427

2017

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Optimization of nonlinear inelastic steel frames considering panel zones

Advances in engineering software (1992), 2020-04, Vol.142, p.102771, Article 102771

2020

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Experimental and theoretical study on mechanical properties of mild steel after corrosion

Ocean engineering, 2022-02, Vol.246, p.110652, Article 110652

2022

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Fully nonlinear analysis of steel-concrete composite girder with web local buckling effects

International journal of mechanical sciences, 2020-10, Vol.184, p.105729, Article 105729

2020

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Numerical simulation for structural behaviour of stainless steel web cleat connections

Journal of constructional steel research, 2021-08, Vol.183, p.106706, Article 106706

2021

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An efficient LightGBM-based differential evolution method for nonlinear inelastic truss optimization

Expert systems with applications, 2024-03, Vol.237, p.121530, Article 121530

2024

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Optimum Design of Stay Cables of Steel Cable-stayed Bridges Using Nonlinear Inelastic Analysis and Genetic Algorithm

Structures (Oxford), 2018-11, Vol.16, p.288-302

2018

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Optimal design of longitudinal stiffeners of unsymmetric plate girders subjected to pure bending

Ocean engineering, 2021-02, Vol.221, p.108374, Article 108374

2021

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Exploring potential machine learning application based on big data for prediction of wastewater quality from different full-scale wastewater treatment plants

The Science of the total environment, 2022-08, Vol.832, p.154930-154930, Article 154930

2022

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A comprehensive evaluation of private sector investment decisions for sustainable water supply systems using a fuzzy-analytic hierarchy process: A case study of Ha Nam province in Vietnam

Heliyon, 2023-09, Vol.9 (9), p.e19727-e19727, Article e19727

2023

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Fuzzy static finite element analysis for functionally graded structures with semi-rigid connections

Structures (Oxford), 2020-08, Vol.26, p.639-650

2020

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Performance of Six Metaheuristic Algorithms for Multi-Objective Optimization of Nonlinear Inelastic Steel Trusses

Buildings (Basel), 2023-04, Vol.13 (4), p.868

2023

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Reliability-based design optimization of steel frames using direct design

IOP conference series. Materials Science and Engineering, 2020-06, Vol.869 (5), p.52009

2020

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Performance comparison of five regression-based machine learning techniques for estimating load-carrying capacity of steel frame using direct analysis

E3S web of conferences, 2023-01, Vol.410, p.3009

2023

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Effect of multiple longitudinal stiffeners on ultimate strength of steel plate girders

Structures (Oxford), 2019-12, Vol.22, p.366-382

2019

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Evaluation of machine learning models for load-carrying capacity assessment of semi-rigid steel structures

Engineering structures, 2022-12, Vol.273, p.115001, Article 115001

2022

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Machine learning-based prediction of CFST columns using gradient tree boosting algorithm

Support Vector Machine for Short-Term Traffic Flow Prediction and Improvement of Its Model Training using Nearest Neighbor Approach

Reliability Evaluation of Semirigid Steel Frames Using Advanced Analysis

A robust method for safety evaluation of steel trusses using Gradient Tree Boosting algorithm

A robust method for optimization of semi-rigid steel frames subject to seismic loading

Reliability-based design optimization of nonlinear inelastic trusses using improved differential evolution algorithm

Fuzzy finite element analysis for free vibration response of functionally graded semi-rigid frame structures

An efficient method of system reliability analysis of steel cable-stayed bridges

Predicting the patch load resistance of stiffened plate girders using machine learning algorithms

An efficient method for optimizing space steel frames with semi-rigid joints using practical advanced analysis and the micro-genetic algorithm

Optimization of nonlinear inelastic steel frames considering panel zones

Experimental and theoretical study on mechanical properties of mild steel after corrosion

Fully nonlinear analysis of steel-concrete composite girder with web local buckling effects

Numerical simulation for structural behaviour of stainless steel web cleat connections

An efficient LightGBM-based differential evolution method for nonlinear inelastic truss optimization

Optimum Design of Stay Cables of Steel Cable-stayed Bridges Using Nonlinear Inelastic Analysis and Genetic Algorithm

Optimal design of longitudinal stiffeners of unsymmetric plate girders subjected to pure bending

Exploring potential machine learning application based on big data for prediction of wastewater quality from different full-scale wastewater treatment plants

A comprehensive evaluation of private sector investment decisions for sustainable water supply systems using a fuzzy-analytic hierarchy process: A case study of Ha Nam province in Vietnam

Fuzzy static finite element analysis for functionally graded structures with semi-rigid connections

Performance of Six Metaheuristic Algorithms for Multi-Objective Optimization of Nonlinear Inelastic Steel Trusses

Reliability-based design optimization of steel frames using direct design

Performance comparison of five regression-based machine learning techniques for estimating load-carrying capacity of steel frame using direct analysis

Effect of multiple longitudinal stiffeners on ultimate strength of steel plate girders

Evaluation of machine learning models for load-carrying capacity assessment of semi-rigid steel structures

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