Andy Nguyen

Andy Nguyen

University of Southern Queensland

H-index: 21

Oceania-Australia

About Andy Nguyen

Andy Nguyen, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Southern Queensland, specializes in the field of Monitoring and Infrastructure Technologies (MIT), Structural Health Monitoring (SHM), Artificial Intelligence (AI), Engineering.

His recent articles reflect a diverse array of research interests and contributions to the field:

A brief insight into the NDT in the UK

The Differential Evolution Algorithm: An Analysis of More than Two Decades of Application in Structural Damage Detection (2001–2022)

Finite element model updating and damage identification using semi-rigidly connected frame element and optimization procedure: An experimental validation

ASR crack identification in bridges using deep learning and texture analysis

Effective Sensitivity-Based Model Updating of Cable-Stayed Bridges Considering Monitoring Data Variability

A critical review on structural health monitoring: Definitions, methods, and perspectives

Can Bamboo Become a Sustainable Building Material in Australia?

A Computationally Efficient Crack Detection Approach Based on Deep Learning Assisted by Stockwell Transform and Linear Discriminant Analysis

Andy Nguyen Information

University

Position

___

Citations(all)

1219

Citations(since 2020)

1040

Cited By

558

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

36

i10Index(since 2020)

33

Email

University Profile Page

University of Southern Queensland

Google Scholar

View Google Scholar Profile

Andy Nguyen Skills & Research Interests

Monitoring and Infrastructure Technologies (MIT)

Structural Health Monitoring (SHM)

Artificial Intelligence (AI)

Engineering

Top articles of Andy Nguyen

Title

Journal

Author(s)

Publication Date

A brief insight into the NDT in the UK

Parsa Ghannadi

Seyed Sina Kourehli

Andy Nguyen

Erkan Oterkus

2024

The Differential Evolution Algorithm: An Analysis of More than Two Decades of Application in Structural Damage Detection (2001–2022)

Parsa Ghannadi

Seyed Sina Kourehli

Andy Nguyen

2023

Finite element model updating and damage identification using semi-rigidly connected frame element and optimization procedure: An experimental validation

Structures

Parsa Ghannadi

Samir Khatir

Seyed Sina Kourehli

Andy Nguyen

Djilali Boutchicha

...

2023

ASR crack identification in bridges using deep learning and texture analysis

Structures

Andy Nguyen

Vahidreza Gharehbaghi

Ngoc Thach Le

Lucinda Sterling

Umar Inayat Chaudhry

...

2023/4/1

Effective Sensitivity-Based Model Updating of Cable-Stayed Bridges Considering Monitoring Data Variability

Thomas Sharry

Hong Guan

Andy Nguyen

Erwin Oh

Nam Hoang

2022/1/1

A critical review on structural health monitoring: Definitions, methods, and perspectives

Vahid Reza Gharehbaghi

Ehsan Noroozinejad Farsangi

Mohammad Noori

Tony Y Yang

Shaofan Li

...

2022/6

Can Bamboo Become a Sustainable Building Material in Australia?

Proceedings of the 8th International Sustainable Ecological Engineering Design for Society Conference (SEEDS 2022)

Mari Miranda

David Thorpe

Andy Nguyen

2022/1/1

A Computationally Efficient Crack Detection Approach Based on Deep Learning Assisted by Stockwell Transform and Linear Discriminant Analysis

Structures

Andy Nguyen

Canh Long Nguyen

Vahidreza Gharehbaghi

Ruveen Perera

Jason Brown

...

2022/11/1

A novel approach for deterioration and damage identification in building structures based on Stockwell-Transform and deep convolutional neural network

Journal of Structural Integrity and Maintenance

V Gharehbaghi

Hashem Kalbkhani

E Noroozinejad

T Yang

A Nguyen

...

2022/1/1

Back-propagation neural network optimized by K-fold cross-validation for prediction of torsional strength of reinforced Concrete beam

Materials

Zhaoqiu Lyu

Yang Yu

Bijan Samali

Maria Rashidi

Masoud Mohammadi

...

2022/2/16

Pavement Crack Segmentation Using an Attention-Based Deep Learning Model

Hieu Dao

Tung Khuc

Quan Truong

Cang Dinh

Andy Nguyen

2022/9/25

Latest advances in finite element modelling and model updating of cable-stayed bridges

Thomas Sharry

Hong Guan

Andy Nguyen

Erwin Oh

Nam Hoang

2022/1/5

Smart Automated Fault Detection for Improved Road Maintenance Planning in Australia

Jacob Brisolin

Andy Nguyen

Fahim Ullah

Allan Bourke

Tung Khuc

...

2022/6/10

Next generation" living" laboratory for engineering education and engagement

Andy Nguyen

Ngoc Thach Le

Richard Landers

Terry Byrne

Kevin McDougall

...

2022/1/1

Robustness of Deep Transfer Learning-Based Crack Detection Against Uncertainty in Hyperparameter Tuning and Input Data

Andy Nguyen

Riccardo R Chianese

Vahid R Gharehbaghi

Ruveen Perera

Tobias Low

...

2022/1/1

Finite element model updating of a cable-stayed bridge using structural health monitoring data

Smart Structures and Systems

Long V Ho

Samir Khatir

Guido D Roeck

Thanh Bui-Tien

Magd Abdel Wahab

2020

Global best practices in dams & hydraulic structures: Alkali-Silica Reaction

USHER in 2021: Redefining Resiliency in the New Normal

Vahid R Gharehbaghi

Andy Nguyen

2021/1/1

Computer vision-based classification of cracks on concrete bridges using machine learning techniques

Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII-10)

Yang Yu

Maria Rashidi

Bijan Samali

Masoud Mohammadi

Andy Nguyen

2021/1/1

Application of 2-D convolutional neural networks for damage detection in steel frame structures

arXiv preprint arXiv:2110.15895

Shahin Ghazvineh

Gholamreza Nouri

Seyed Hossein Hosseini Lavassani

Vahidreza Gharehbaghi

Andy Nguyen

2021/10/29

Influence of image noise on crack detection performance of deep convolutional neural networks

Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII), Porto, Portugal, 30 June-2 July 202

Riccardo Chianese

Andy Nguyen

Vahidreza Gharehbaghi

Thiru Aravinthan

Mohammad Noori

2021

See List of Professors in Andy Nguyen University(University of Southern Queensland)