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Thang Le-Xuan. Completed the Master in Transport Construction Engineering in 2022/07/01 by University of Transport and Communications and Bachelor in Transport Construction Engineering in 2020/03/01 by University of Transport and Communications. Is Researcher in The University of Transportation and Communications Limited Company. Published 9 articles in journals. Has 2 section(s) of books. Has received 3 awards and/or honors. Participates and/or participated as Researcher in 1 project(s). Works in the area(s) of Engineering and Technology with emphasis on Civil Engineering with emphasis on Civil Engineering and Exact Sciences with emphasis on Computer and Information Sciences with emphasis on Computer Sciences. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Structural Health Moni; Optimzation; Deep Learning; Digital Twin; Smart Sensor; Structural Health Monitoring; Machine Learning; BigData; Computer Vision; Soft Computing; .
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Identificação

Identificação pessoal

Nome completo
LÊ XUAN THANG

Nomes de citação

  • Le-Xuan, Thang

Identificadores de autor

Ciência ID
F913-5338-E9D3
ORCID iD
0000-0002-9911-3544
Google Scholar ID
PnJPgbUAAAAJ
Researcher Id
ISS-1988-2023
Scopus Author Id
57215818468

Endereços de correio eletrónico

  • id11470@uminho.pt (Profissional)
  • lexuanthang.official@outlook.com (Pessoal)
  • lxt1021997lxt@gmail.com (Pessoal)

Telefones

Telefone
  • (+351) 912206639 (Profissional)

Moradas

  • 03 Caugiay, Langthuong ward, Dongda district, Ha Noi, 10000, Hanoi, Hanoi, Vietname (Profissional)
  • THT Newcity, Lai Xa str, Kim Chung ward, Hoai Duc district, 10000, Hanoi, Hanoi, Vietname (Pessoal)
  • Rua Ferreira de Castro 709, 4800-040, Guimarães, Guimarães, Portugal (Pessoal)

Websites

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Civil - Engenharia Civil
  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Vietnamita (Idioma materno)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Formação
Grau Classificação
2024/10/01 - 2028/10/01
Em curso
 Doctor of Civil Engineering (Doutoramento)
Especialização em Civil Engineering
Universidade do Minho, Portugal

Instituto para a Sustentabilidade e Inovação em Estruturas de Engenharia, Portugal
2020/09/01 - 2022/07/01
Concluído
 Transport Construction Engineering (Master)
University of Transport and Communications, Vietname
"Structural Health Monitoring of Kien Bridge Using Vibration Measurements and Machine Learning" (TESE/DISSERTAÇÃO)
2015/09/01 - 2020/03/01
Concluído
 Transport Construction Engineering (Bachelor)
Especialização em Bridge Engineering and Underground Infrastructure
University of Transport and Communications, Vietname
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2024/10 - Atual Investigador (Investigação) Universidade do Minho, Portugal
Instituto para a Sustentabilidade e Inovação em Estruturas de Engenharia, Portugal
(...)
2022/03 - 2024/10 Investigador (Investigação) The University of Transportation and Communications Limited Company, Vietname
University of Transport and Communications, Vietname

Outras Carreiras

Categoria Profissional
Instituição de acolhimento 		Empregador
2021/02/01 - 2022/02/01 Técnico Superior (Técnico Superior) Hyundai Aluminum Vina Joint Stock Company, Vietname
Hyundai Aluminum Vina Joint Stock Company, Vietname
Projetos

Projeto

Designação Financiadores
2021/11/15 - 2023/11/15 The Application of Machine Learning and Digital Twin Model to Structural Health Monitoring Based On Big Data Collected from a Smart Sensor Network
VINIF.2021. DA00192
Investigador
Vingroup Big Data Institute, Vietname
 Vingroup Innovative Foundation (VINIF)
Concluído
Produções

Publicações

Artigo em revista
  1. Thang Le-Xuan; Thanh Nguyen-Chi; Thanh Bui-Tien; Hoa Tran-Ngoc. "ResUNet4T: A potential deep learning model for damage detection based on a numerical case study of a large-scale bridge using time-series data". Engineering Structures (2025): http://dx.doi.org/10.1016/j.engstruct.2025.120668.
    10.1016/j.engstruct.2025.120668
  2. Thang Xuan Le; Thanh Tien Bui; Hoa Ngoc Tran. "The H5N1 algorithm: a viral-inspired optimization for solving real-world engineering problems". Engineering Computations (2025): https://doi.org/10.1108/EC-05-2024-0472.
    10.1108/EC-05-2024-0472
  3. Lan Nguyen-Ngoc; Hoa Tran-Ngoc; Thang Le-Xuan; Chi-Thanh Nguyen; Guido De Roeck; Thanh Bui-Tien; Magd Abdel Wahab. "A two-step approach for damage identification in bridge structure using convolutional Long Short-Term Memory with augmented time-series data". Advances in Engineering Software (2024): http://dx.doi.org/10.1016/j.advengsoft.2024.103795.
    10.1016/j.advengsoft.2024.103795
  4. Thanh Bui-Tien; Thanh Nguyen-Chi; Thang Le-Xuan; Hoa Tran-Ngoc. "Enhancing bridge damage assessment: Adaptive cell and deep learning approaches in time-series analysis". Construction and Building Materials (2024): https://doi.org/10.1016/j.conbuildmat.2024.137240.
    10.1016/j.conbuildmat.2024.137240
  5. Quyet Huu Nguyen; Thang Xuan Le; Dang Le Minh Nguyen; Thanh Tien Bui; Nhung Cam Nguyen; Hoa Ngoc Tran. "A Prospective Technique for Damage Detection in Truss Structures Using the Fusion of DNN with AVOA". KSCE Journal of Civil Engineering (2024): https://doi.org/10.1007/s12205-024-1968-5.
    10.1007/s12205-024-1968-5
  6. Hung Viet Tran; Thanh Chi Nguyen; Thang Xuan Le; Nhung Thi-Cam Nguyen; Thuc Van Ngo; Hoa Ngoc Tran. "Enhancing Salp Swarm Optimization with Orthogonal Diagonalization Transformation for Damage Detection in Truss Bridge". KSCE Journal of Civil Engineering (2024): https://doi.org/10.1007/s12205-024-2048-6.
    10.1007/s12205-024-2048-6
  7. Thang Le-Xuan; Thanh Bui-Tien; Hoa Tran-Ngoc. "A novel approach model design for signal data using 1DCNN combing with LSTM and ResNet for damaged detection problem". Structures (2024): http://dx.doi.org/10.1016/j.istruc.2023.105784.
    10.1016/j.istruc.2023.105784
  8. H. Tran-Ngoc; Thang Le-Xuan; S. Khatir; G. De Roeck; T. Bui-Tien; Magd Abdel Wahab. "A promising approach using Fibonacci sequence-based optimization algorithms and advanced computing". Scientific Reports (2023): http://dx.doi.org/10.1038/s41598-023-28367-9.
    10.1038/s41598-023-28367-9
  9. Thang Xuan Le; Hoa Ngoc Tran; Thanh Tien Bui. "The H5N1 Algorithm: A Viral-Inspired Optimization for Solving Real-World Engineering Problems". (2023): https://publons.com/wos-op/publon/62396284/.
    10.2139/SSRN.4519770
  10. Lan Ngoc-Nguyen; Hoa Ngoc-Tran; Samir Khatir; Thang Le-Xuan; Quyet Huu-Nguyen; G. De Roeck; Thanh Bui-Tien; Magd Abdel Wahab. "Damage assessment of suspension footbridge using vibration measurement data combined with a hybrid bee-genetic algorithm". Scientific Reports 12 1 (2022): http://dx.doi.org/10.1038/s41598-022-24445-6.
    10.1038/s41598-022-24445-6
  11. H. Tran-Ngoc; S. Khatir; Thang Le-Xuan; G. De Roeck; T. Bui-Tien; M. Abdel Wahab. "Finite element model updating of a multispan bridge with a hybrid metaheuristic search algorithm using experimental data from wireless triaxial sensors". Engineering with Computers (2022): http://dx.doi.org/10.1007/s00366-021-01307-9.
    10.1007/s00366-021-01307-9
  12. H. Tran-Ngoc; S. Khatir; Thang Le-Xuan; H. Tran-Viet; G. De Roeck; T. Bui-Tien; M. Abdel Wahab. "Damage assessment in structures using artificial neural network working and a hybrid stochastic optimization". Scientific Reports 12 1 (2022): http://dx.doi.org/10.1038/s41598-022-09126-8.
    10.1038/s41598-022-09126-8
  13. Bui-Tien, Thanh; Le-Xuan, Thang; Tran-Viet, Hung; Nguyen-Xuan, Tung; Nguyen-Ngoc, Long; Dao-Thuy, Linh; Tran-Ngoc, Hoa. "Damage detection for a cable-stayed Bridge under the effect of moving loads using Transmissibility and Artificial Neural Network". Journal of Materials and Engineering Structures (2022): https://publons.com/wos-op/publon/67715103/.
  14. Nguyen-Xuan, Tung; Le-Xuan, Thang; Nguyen-Ngoc, Lan; Tran-Ngoc, Hoa; Nguyen-Ngoc, Long; Bui-Tien, Thanh. "Model Updating for Large-Scale Railway Bridge Using Grey Wolf Algorithm and Genetic Alghorithms". Journal of Materials and Engineering Structures (2022): https://publons.com/wos-op/publon/67715104/.
  15. H. Tran-Ngoc; S. Khatir; Thang Le-Xuan; G. De Roeck; T. Bui-Tien; M. Abdel Wahab. "A novel machine-learning based on the global search techniques using vectorized data for damage detection in structures". International Journal of Engineering Science (2020): http://dx.doi.org/10.1016/j.ijengsci.2020.103376.
    10.1016/j.ijengsci.2020.103376
  16. H. Tran-Ngoc; Leqia He; Edwin Reynders; S. Khatir; Thang Le-Xuan; G. De Roeck; T. Bui-Tien; M. Abdel Wahab. "An efficient approach to model updating for a multispan railway bridge using orthogonal diagonalization combined with improved particle swarm optimization". Journal of Sound and Vibration (2020): http://dx.doi.org/10.1016/j.jsv.2020.115315.
    10.1016/j.jsv.2020.115315
Capítulo de livro
  1. Tran-Ngoc, H.H.; Le-Xuan, T.; Hoang-Thanh, N.; Dao-Dac, L.; Bui-Tien, T.; Abdel Wahab, M.. "A Hybrid Optimization Algorithm for Structural Health Monitoring". 43-52. 2023.
    10.1007/978-981-19-8429-7_4
  2. Hoa Tran; Hai Nguyen Manh; Hung Tran Viet; Quyet Huu Nguyen; Hoang Thanh Nam; Thang Le-Xuan; Thanh Bui-Tien; Nhung Nguyen Thi Cam; Magd Abdel Wahab. "Topology Optimization for a Large-Scale Truss Bridge Using a Hybrid Metaheuristic Search Algorithm". 37-48. Springer Singapore, 2022.
    10.1007/978-981-16-7216-3_4
  3. H. Tran-Ngoc; H. Ho-Khac; Thang Le-Xuan; Hieu Nguyen-Tran; Guido De Roeck; Thanh Bui-Tien; Magd Abdel Wahab. "Model Updating for a Railway Bridge Using a Hybrid Optimization Algorithm Combined with Experimental Data". 2021.
    10.1007/978-981-15-9121-1_2
Distinções

Prémio

2019 Scholarship for excellent students
University of Transport and Communications, Vietname
2019 First prize in scientific research for students 34th
University of Transport and Communications, Vietname
2018 Scholarship for excellent students
University of Transport and Communications, Vietname