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Other IDs

Scopus Author ID: 57722782500

Keywords

System Identification, Structural Health Monitoring, Domain Adaptation, Transfer Learning, Damage identification

Countries

Brazil

Activities

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Employment (1)

Universidade Estadual Paulista: Ilha Solteira, BR

2019-02-25 to 2023-11-29 | PhD in Mechanical Engineering (Departamento de Engenharia Mecânica)
Employment
Source: Self-asserted source
Marcus Omori Yano

Education and qualifications (4)

Universidade Estadual Paulista Júlio de Mesquita Filho: Ilha Solteira, São Paulo/SP, BR

2019-02 to 2023-10 | PhD in Mechanical Engineering (Departamento de Engenharia Mecânica)
Education
Source: Self-asserted source
Marcus Omori Yano

Universidade Lusofona de Humanidades e Tecnologias Faculdade de Ciência Política Lusofonia e Relações Internacionais: Lisboa, Lisboa, PT

2022-04 to 2023-04 | PhD in Mechanical Engineering
Education
Source: Self-asserted source
Marcus Omori Yano

Universidade Estadual Paulista Júlio de Mesquita Filho: Ilha Solteira, São Paulo, BR

2017-03 to 2019-04 | M.Sc. in Mechanical Engineering (Departamento de Engenharia Mecânica)
Education
Source: Self-asserted source
Marcus Omori Yano

Universidade Estadual Paulista Júlio de Mesquita Filho: Ilha Solteira, São Paulo, BR

2011-02 to 2017-04 | B.Sc. in Mechanical Engineering (Departamento de Engenharia Mecânica)
Education
Source: Self-asserted source
Marcus Omori Yano

Funding (2)

Transfer Learning for Structural Health Monitoring

2019-08 to present | Grant
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (Ilha Solteira, São Paulo, BR)
GRANT_NUMBER:

88882.433643/2019-01
Source: Self-asserted source
Marcus Omori Yano

Extrapolation of autoregressive model for damage progression analysis

2017-03 to 2019-02 | Grant
Conselho Nacional de Desenvolvimento Científico e Tecnológico (Ilha Solteira, São Paulo, BR)
GRANT_NUMBER:

131297/2017-1
Source: Self-asserted source
Marcus Omori Yano

Works (6)

Foundations and applicability of transfer learning for structural health monitoring of bridges

Mechanical Systems and Signal Processing
2023-12 | Journal article
DOI: 10.1016/j.ymssp.2023.110766
Contributors: Marcus Omori Yano; Eloi Figueiredo; Samuel da Silva; Alexandre Cury
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Transfer Learning for Structural Health Monitoring in Bridges That Underwent Retrofitting

Buildings
2023-09-13 | Journal article
DOI: 10.3390/buildings13092323
Contributors: Marcus Omori Yano; Eloi Figueiredo; Samuel da Silva; Alexandre Cury; Ionut Moldovan
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Damage quantification using transfer component analysis combined with Gaussian process regression

Structural Health Monitoring
2023-03 | Journal article
DOI: 10.1177/14759217221094500
Contributors: Marcus Omori Yano; Samuel da Silva; Eloi Figueiredo; Luis G Giacon Villani
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Transfer Learning to Enhance the Damage Detection Performance in Bridges When Using Numerical Models

Journal of Bridge Engineering
2023-01 | Journal article
DOI: 10.1061/(ASCE)BE.1943-5592.0001979
Contributors: Eloi Figueiredo; Marcus Omori Yano; Samuel da Silva; Ionut Moldovan; Mihai Adrian Bud
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Transfer Component Analysis for Compensation of Temperature Effects on the Impedance-Based Structural Health Monitoring

Journal of Nondestructive Evaluation
2021-09 | Journal article
DOI: 10.1007/s10921-021-00794-6
Contributors: Samuel da Silva; Marcus Omori Yano; Camila Gianini Gonsalez-Bueno
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Autoregressive model extrapolation using cubic splines for damage progression analysis

Journal of the Brazilian Society of Mechanical Sciences and Engineering
2021-01 | Journal article
DOI: 10.1007/s40430-020-02734-3
Part of ISSN: 1678-5878
Part of ISSN: 1806-3691
Source: Self-asserted source
Marcus Omori Yano
grade
Preferred source (of 4)‎

Peer review (22 reviews for 6 publications/grants)

Review activity for IEEE access : (7)
Review activity for Journal of the Brazilian Society of Mechanical Sciences and Engineering. (3)
Review activity for Journal of the Brazilian Society of Mechanical Sciences and Engineering. (5)
Review activity for Mechanical systems and signal processing. (4)
Review activity for Nuclear engineering and technology. (1)
Review activity for Structural health monitoring (2)
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