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Luís Sanhudo (male) is the Head of BIM Intelligence at BUILT CoLAB, the Collaborative Laboratory for the Built Environment. Luís has a BSc+MSc in Civil Engineering (Faculty of Engineering, University of Porto – FEUP) and a PhD in Civil Engineering, Constructions (FEUP). He previously worked as a researcher at FEUP and INESC TEC under different research grants. He also worked as a guest monitor at FEUP and the Portuguese Order of Engineers, lecturing in six distinct units and participating in the supervision of nine MSc dissertations and one PhD thesis. Luís is currently a member of FEUP’s Institute of R&D in Structures and Construction (CONSTRUCT), as well as FEUP’s Research Centre for Building Information Modelling, having also participated as a member of the organizing/scientific committee in four international and national conferences. His main research focuses on Artificial Intelligence (primarily machine learning), Building Information Modelling and laser scanning, with further research on digital twins, Internet-of-Things, augmented reality, and virtual reality. Luís has over 50 publications on these topics (h-index: 14; i-10 index: 14).
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Identification

Personal identification

Full name
Luís Pedro Neves Sanhudo

Citation names

  • Sanhudo, Luís

Author identifiers

Ciência ID
EA16-4A58-AA69
ORCID iD
0000-0002-2578-6981

Email addresses

  • luisanhudo@gmail.com (Personal)

Addresses

  • Rua de Campo Alegre, 760, 4150-171 , Porto, Porto, Portugal (Professional)

Knowledge fields

  • Engineering and Technology - Civil Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Intermediate (B1) Intermediate (B1) Beginner (A1) Intermediate (B1)
Spanish; Castilian Intermediate (B1) Advanced (C1) Intermediate (B1) Intermediate (B1)
Italian Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2017 - 2021
Concluded
 Engenharia Civil (Doutoramento)
Major in Construções
Universidade do Porto Faculdade de Engenharia, Portugal
"Artificial Intelligence for an Enhanced As-Is BIM Energy Analysis – Enabling an efficient energy retrofit through the automation of the scan-to-BIM process" (THESIS/DISSERTATION)
 Approved with honours
2016
Concluded
 Mestrado Integrado em Engenharia Civil (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal
"BIM FOR BUILDING SUSTAINABILITY ASSESSMENT - Development of a software tool for Rainwater Runoff mitigation" (THESIS/DISSERTATION)
 16
Affiliation

Science

Category
Host institution 		Employer
2021/04 - Current Auxiliary Researcher (Research) BUILT CoLAB, Portugal
BUILT CoLAB, Portugal
2020/02 - 2020/10 Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016/12 - 2017/09 Researcher (Research) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
2014/02 - 2014/07 Researcher (Research) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal

Others

Category
Host institution 		Employer
2016/11 - 2016/12 Monitor Ordem dos Engenheiros, Portugal
Ordem dos Engenheiros, Portugal
2016/07 - 2016/09 Engenheiro Civil afaconsult, Portugal
afaconsult, Portugal
2014/07 - 2014/10 Engenheiro Civil Poliedro - Centro de Projectos de Construção Lda, Portugal
Poliedro - Centro de Projectos de Construção Lda, Portugal
Projects

Grant

Designation Funders
2017/02 - 2021/11 Artificial Intelligence for an Enhanced As-Is BIM Energy Analysis: Enabling an efficient energy retrofit through the automation of the scan-to-BIM process
SFRH/BD/129652/2017
Universidade do Porto Faculdade de Engenharia, Portugal
Concluded
2016/09 - 2016/12 BIM assessment for Building Sustainability and automatic Rainwater Runoff calculation
POCI-01-0145-FEDER-007457
Universidade do Porto Faculdade de Engenharia, Portugal
Concluded

Contract

Designation Funders
2023/04 - 2026/03 PRR - Investimento RE-C05-i02: Missão Interface - CoLAB
01/C05-i02/2022.P100
2023/03 - 2026/03 Monitorização inteligente da integridade estrutural de infraestruturas rodoviárias utilizando transdutores piezoelétricos em pavimentos
2022.06879.PTDC
 Fundação para a Ciência e a Tecnologia
Ongoing
2024/04 - 2025/09 DIGITALbuilt - Digital Innovation Hub for the Built Environment
03/C16-i03/2022.P770
2023/10 - 2025/06 Agenda Sustainable Stone by Portugal - Valorização da Pedra Natural para um futuro digital, sustentável e qualificado
02/C05-i01.02/2022.PC644943391-00000051
2021/05 - 2023/06 REV@CONSTRUCTION – Digital Construction Revolution
POCI-01-0247-FEDER-046123
2021/05 - 2023/05 Emprego altamente qualificado nas empresas ou em COLABS - Contratação de Recursos Humanos Altamente Qualificados (PME ou CoLAB)
NORTE-06-3559-FSE-000176
2021/05 - 2022/06 Future of Construction (FoC) - Estratégia de Qualificação Setorial 2030
POCI-02-0853-FEDER-047164
2020/02 - 2020/10 Easy Ride: Experience is everything
POCI-01-0247-FEDER-039334
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Concluded
2019/01/01 - 2019/12/31 Instituto de I&D em Estruturas e Construções
UID/ECI/04708/2019
Universidade do Porto Instituto de I e D em Estruturas e Construção, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2016/12 - 2017/09 SUDOE STOP CO2 - SUDOE Stations of Transport OPposed to CO2
SOE1/P3/E0032
Universidade do Porto Faculdade de Engenharia, Portugal
Concluded
Outputs

Publications

Book
  1. Luís Jacques de Sousa; João Poças Martins; Luís Sanhudo. Base de dados: Contratação pública em Portugal entre 2015 e 2022. 2022.
  2. Sanhudo, Luís. Establishing a New Future. Porto, Portugal. 2022.
    Published
  3. 3º Congresso Português de ‘Building Information Modelling’ (ptBIM 2020). 2020.
    10.24840/978-972-752-272-9
Book chapter
  1. Jacques De Sousa, Luís; Poças Martins, João; Sanhudo, Luís. "The State of the Sustainability Factor for Construction Procurement: The Case of Portugal". In Lecture Notes in Civil Engineering, 576-586. Springer Nature Switzerland, 2024.
    10.1007/978-3-031-48461-2_49
  2. Luís Jacques de Sousa; João Poças Martins; João Santos Baptista; Luís Sanhudo. "Towards the Development of a Budget Categorisation Machine Learning Tool: A Review". 2023.
    10.1007/978-3-031-20241-4_8
Conference abstract
  1. Jacques de Sousa, Luís; Poças Martins, João; Sanhudo, Luís. "Framework for the Automation of Construction Task Matching from Bills of Quantities using Natural Language Processing (abstract)". Paper presented in DCE23 - Symposium on Civil Engineering, Porto, 2023.
Conference paper
  1. Luís Jacques de Sousa; João Poças Martins; Luís Sanhudo. "Tackling the Data Sourcing Problem in Construction Procurement Using File-Scraping Algorithms". 2023.
    10.3390/IOCBD2023-15190
  2. Jacques de Sousa, Luís; Poças Martins, João; Sanhudo, Luís. Corresponding author: Jacques de Sousa, Luís. "Framework for the Automation of Construction Task Matching from Bills of Quantities using Natural Language Processing". Paper presented in DCE 23 - 5th Doctoral Congress in Engineering, Porto, 2023.
  3. Jacques de Sousa, Luís; Miguel Chichorro Goncalves; Poças Martins, João; Sanhudo, Luís. Corresponding author: Jacques de Sousa, Luís. "Gestão da Obra em Campo com Recurso a Aplicações Digitais Móveis: Caso de Estudo em Portugal". Paper presented in 2.º Simpósio de Engenharia Civil, 2023.
  4. "Ambiente virtual imersivo e interativo para modelos BIM: Exportação automática e ferramentas de visualização". 2022.
    10.21814/uminho.ed.77.42
  5. "Algoritmos de aprendizagem computacional para a modularização de projetos de arquitetura". 2022.
    10.21814/uminho.ed.32.5
  6. "Revisão sistemática sobre a integração de smart contracts e BIM no ambiente construtivo". 2022.
    10.21814/uminho.ed.77.14
  7. "Algoritmos de classificação de texto na automatização dos processos orçamentação". 2022.
    10.21814/uminho.ed.77.7
  8. "BUILT CoLAB – Laboratório Colaborativo: Os desafios RDI na construção". 2022.
    10.21814/uminho.ed.77.4
  9. "Automatização do processo de licenciamento – Metodologia e caso de estudo". 2022.
    10.21814/uminho.ed.77.13
  10. "Digital Twin para a gestão inteligente de edifícios: O caso do Smart Office do BUILT CoLAB". 2022.
    10.21814/uminho.ed.32.42
  11. "PCMAT-30: Classificação automática de materiais construtivos em nuvens de pontos". 2022.
    10.21814/uminho.ed.77.35
  12. "Proposta de algoritmos de inteligência artificial para automatização do processo Scan-to-BIM". 2022.
    10.21814/uminho.ed.77.36
  13. Sanhudo, Luís; João Pedro da Silva Poças Martins; Nuno M.M. Ramos. Corresponding author: Sanhudo, Luís. "Artificial Intelligence for an Enhanced As-Is BIM Energy Analysis". Paper presented in 4th Doctoral Congress in Engineering - Symposium on Civil Engineering and Spatial Planning, Porto, 2021.
    Published
  14. "Audiovisual Classification of Group Emotion Valence Using Activity Recognition Networks". 2020.
    10.1109/ipas50080.2020.9334943
  15. "Ferramentas para modelação automática scan-to-BIM". 2020.
    https://doi.org/10.24840/978-972-752-272-9_0669-0679
  16. "BIM WD: A dimensão dos trabalhadores integrada nos modelos de informação". 2020.
    https://doi.org/10.24840/978-972-752-272-9_0131-0140
  17. Sanhudo, Luís; João Pedro da Silva Poças Martins; Nuno M.M. Ramos. Corresponding author: Sanhudo, Luís. "An Initial Approach to Automatic Building Information Modelling". Paper presented in DCE19 - 3rd Doctoral Congress in Engineering, Porto, 2019.
    Published
  18. Sanhudo, Luís; João Pedro da Silva Poças Martins; Nuno M.M. Ramos. Corresponding author: Sanhudo, Luís. "Virtual Reality and the future of construction". Paper presented in DCE19 - 3rd Doctoral Congress in Engineering, Porto, 2019.
    Published
  19. Sanhudo, Luís; João Pedro da Silva Poças Martins; Nuno M.M. Ramos. Corresponding author: Sanhudo, Luís. "Técnicas de Laser Scanning e Realidade Virtual para melhoria da comunicação entre equipas de projeto e obra". Paper presented in Construção 2018 - Reabilitar e Construir de Forma Sustentável, Porto, 2018.
  20. Sanhudo, Luís; João Pedro da Silva Poças Martins; Nuno M.M. Ramos. Corresponding author: Sanhudo, Luís. "Técnicas de levantamento laser scanner - Aplicabilidade ao contexto dos edifícios". Paper presented in ptBIM - 2º congresso português de Building Information Modelling, Minho, 2018.
    Published
  21. Sanhudo, Luís; João Pedro da Silva Poças Martins; Nuno M.M. Ramos. Corresponding author: Sanhudo, Luís. "BIM methodology for an automated and accurate as-built energy performance assessment". Paper presented in Construct Day 2017, Porto, 2017.
    Published
  22. Sanhudo, Luís; João Pedro da Silva Poças Martins. Corresponding author: Sanhudo, Luís. "BIM na avaliação da Sustentabilidade de Edifícios". Paper presented in VII Elagec - Nuevas Tendencias en la Construcción Sostenible, Bogotá, 2016.
    Published
  23. Sanhudo, Luís; João Pedro da Silva Poças Martins. Corresponding author: Sanhudo, Luís. "Desenvolvimento de um software para a determinação e mitigação do escoamento superficial". Paper presented in ptBIM – 1º congresso português de Building Information Modelling, Lisboa, 2016.
    Published
Conference poster
  1. Jacques de Sousa, Luís; Poças Martins, João; Sanhudo, Luís. Corresponding author: Jacques de Sousa, Luís. "Tackling the Data Sourcing Problem in Construction Procurement with File Scraping Algorithms". Paper presented in The 1st International Online Conference on Buildings, 2023.
  2. Sanhudo, Luís; João Pedro da Silva Poças Martins; Nuno M.M. Ramos. "Artificial Intelligence for an Enhanced As-Is BIM Energy Analysis (Poster)". Paper presented in 4th Doctoral Congress in Engineering - Symposium on Civil Engineering and Spatial Planning, 2021.
Journal article
  1. Caetano, Inês; Pinto, Débora; Silva, João; Barbosa, Yessica; Sanhudo, Luís; Poças Martins, João; Amândio, Margarida; et al. "Gestão de Infraestruturas Publicas Através do BIM: Modelação de Túneis Ferroviários das Infraestruturas de Portugal". Revista de Ativos de Engenharia 2 1 (2024): 35-48. http://dx.doi.org/10.29073/rae.v2i1.796.
    10.29073/rae.v2i1.796
  2. Cardoso, Vitor E. M.; Sanhudo, Luís; Silvestre, José Dinis; Almeida, Manuela; Costa, António Aguiar. "Challenges in the harmonisation and digitalisation of Environmental Product Declarations for construction products in the European context". The International Journal of Life Cycle Assessment 29 1 (2024): http://dx.doi.org/10.1007/s11367-024-02279-w.
    Published • 10.1007/s11367-024-02279-w
  3. Jacques de Sousa, Luís; Poças Martins, João; Sanhudo, Luís; Baptista, João Manuel Abreu dos Santos. "Automation of text document classification in the budgeting phase of the Construction process: a Systematic Literature Review". Construction Innovation (2024):
    Published • http://dx.doi.org/10.1108/CI-12-2022-0315
  4. Luís Jacques de Sousa; Maria Lurdes Simões; João Poças Martins; Luís Sanhudo; Jorge Moreira da Costa. "Statistical Descriptive Analysis of Portuguese Public Procurement Data from 2015 to 2022". CivilEng (2023): https://doi.org/10.3390/civileng4030045.
    10.3390/civileng4030045
  5. Jacques de Sousa, Luís; Poças Martins, João; Sanhudo, Luís. Corresponding author: Jacques de Sousa, Luís. "Portuguese public procurement data for construction (2015–2022)". Data in Brief 48 (2023): 109063. http://dx.doi.org/10.1016/j.dib.2023.109063.
    10.1016/j.dib.2023.109063
  6. Vitor E.M. Cardoso; M. Lurdes Simões; Nuno M.M. Ramos; Ricardo M.S.F. Almeida; Manuela Almeida; Luís Sanhudo; João N.D. Fernandes. "Towards an airtightness compliance tool based on machine learning models for naturally ventilated dwellings". Energy and Buildings (2023): https://doi.org/10.1016/j.enbuild.2023.112922.
    10.1016/j.enbuild.2023.112922
  7. Luís Sanhudo. "Construction Tasks Electronic Process Monitoring: Laboratory Circuit-Based Simulation Deployment". Buildings 12 8 (2022): 1174-1174. http://dx.doi.org/10.3390/buildings12081174.
    10.3390/buildings12081174
  8. Sofia Feist; Luís Sanhudo; Vítor Esteves; Miguel Pires; António Aguiar Costa. "Semi-Supervised Clustering for Architectural Modularisation". Buildings 12 3 (2022): 303-303. https://doi.org/10.3390/buildings12030303.
    10.3390/buildings12030303
  9. Luís Sanhudo; João Poças Martins; Ana Rocha; Alfredo Soeiro; Telmo Correia. "A digitalização nas empresas da Indústria AEC portuguesa: Inquérito e análise de resultados". (2022): https://hdl.handle.net/10216/144569.
  10. Luís Sanhudo; João Poças Martins; Nuno M.M. Ramos; Ricardo M.S.F. Almeida; Ana Rocha; Débora Pinto; Eva Barreira; M. Lurdes Simões. "BIM framework for the specification of information requirements in energy-related projects". Engineering, Construction and Architectural Management ahead-of-p ahead-of-p (2021): https://doi.org/10.1108/ECAM-07-2020-0488.
    10.1108/ECAM-07-2020-0488
  11. "Recent tools and techniques of BIM-Based Augmented Reality: A systematic review". Journal of Building Engineering 42 (2021): 102500-102500. http://dx.doi.org/10.1016/j.jobe.2021.102500.
    10.1016/j.jobe.2021.102500
  12. Dinis, F.M.; Sanhudo, L.; Martins, J.P.; Ramos, N.M.M.. "Improving project communication in the architecture, engineering and construction industry: Coupling virtual reality and laser scanning". Journal of Building Engineering 30 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85081001360&partnerID=MN8TOARS.
    10.1016/j.jobe.2020.101287
  13. Rocha, A.; Pinto, D.; Ramos, N.M.M.; Almeida, R.M.S.F.; Barreira, E.; Simões, M.L.; Martins, J.P.; Pereira, P.F.; Sanhudo, L.. "A case study to improve the winter thermal comfort of an existing bus station". Journal of Building Engineering 29 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85076464730&partnerID=MN8TOARS.
    10.1016/j.jobe.2019.101123
  14. Sanhudo, L.; Ramos, N.M.M.; Martins, J.P.; Almeida, R.M.S.F.; Barreira, E.; Simões, M.L.; Cardoso, V.. "A framework for in-situ geometric data acquisition using laser scanning for BIM modelling". Journal of Building Engineering 28 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85075264883&partnerID=MN8TOARS.
    10.1016/j.jobe.2019.101073
  15. Sanhudo, L.; Calvetti, D.; Martins, J.P.; Ramos, N.M.M.; Mêda, P.; Gonçalves, M.C.; Sousa, H.. "Activity classification using accelerometers and machine learning for complex construction worker activities". Journal of Building Engineering (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85096835389&partnerID=MN8TOARS.
    10.1016/j.jobe.2020.102001
  16. Sanhudo, L.; Rodrigues, J.; Filho, Ê.V.. "Multivariate time series clustering and forecasting for building energy analysis: Application to weather data quality control". Journal of Building Engineering (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85096572280&partnerID=MN8TOARS.
    10.1016/j.jobe.2020.101996
  17. Sidani, A.; Dinis, F.M.; Sanhudo, L.; Duarte, J.; Santos Baptista, J.; Poças Martins, J.; Soeiro, A.. "Recent Tools and Techniques of BIM-Based Virtual Reality: A Systematic Review". Archives of Computational Methods in Engineering (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85077164730&partnerID=MN8TOARS.
    10.1007/s11831-019-09386-0
  18. Adeeb Sidani; Fábio Dinis; Luís Sanhudo; J. Duarte; Diego Calvetti; João Poças Martins; Alfredo Soeiro. "Impact of BIM-based augmented reality interfaces on construction projects: protocol for a systematic review". (2019): https://doi.org/10.24840/2184-0954_003.002_0006.
    10.24840/2184-0954_003.002_0006
  19. Sanhudo, L.P.N.; Martins, J.P.D.S.P.. "Building information modelling for an automated building sustainability assessment". Civil Engineering and Environmental Systems 35 1-4 (2018): 99-116. http://www.scopus.com/inward/record.url?eid=2-s2.0-85053516035&partnerID=MN8TOARS.
    10.1080/10286608.2018.1521393
  20. Sanhudo, L.; Ramos, N.M.M.; Poças Martins, J.; Almeida, R.M.S.F.; Barreira, E.; Simões, M.L.; Cardoso, V.. "Building information modeling for energy retrofitting – A review". Renewable and Sustainable Energy Reviews 89 (2018): 249-260. http://www.scopus.com/inward/record.url?eid=2-s2.0-85044594375&partnerID=MN8TOARS.
    10.1016/j.rser.2018.03.064
  21. Cardoso, V.E.M.; Ramos, N.M.M.; Almeida, R.M.S.F.; Barreira, E.; Poças Martins, J.; Simões, M.L.; Sanhudo, L.. "A discussion about thermal comfort evaluation in a bus terminal". Energy and Buildings 168 (2018): 86-96. http://www.scopus.com/inward/record.url?eid=2-s2.0-85043993602&partnerID=MN8TOARS.
    10.1016/j.enbuild.2018.03.013
  22. Cardoso, V.; Ramos, N.M.M.; Almeida, R.M.S.F.; Barreira, E.; Martins, J.P.P.; Lurdes Simões, M.; Sanhudo, L.; Ribeiro, B.. "Thermal comfort evaluation in cruise terminals". Building and Environment 126 (2017): 276-287. http://www.scopus.com/inward/record.url?eid=2-s2.0-85040109037&partnerID=MN8TOARS.
    10.1016/j.buildenv.2017.10.008
Newspaper article
  1. Poças Martins, João; Jacques de Sousa, Luís; Sanhudo, Luís. Corresponding author: Poças Martins, João. "Inteligência Artificial na Automatização de Processos de Orçamentação na Construção.", Construção Magazine - Revista Técnico-Científica de Engenharia Civil , 2023
Thesis / Dissertation
  1. "Artificial Intelligence for an Enhanced As-Is BIM Energy Analysis - Enabling an efficient energy retrofit of the existing building stock through the automation of the scan-to-BIM process". PhD, Universidade do Porto Faculdade de Engenharia, 2021.
  2. "Artificial Intelligence for an Enhanced As-Is BIM Energy Analysis - Enabling an efficient energy retrofit through the automation of the scan-to-BIM process". 2021. https://hdl.handle.net/10216/137811.
  3. "BIM for Building Sustainability assessment - Development of a software tool for Rainwater Runoff mitigation". Master, Universidade do Porto Faculdade de Engenharia, 2016.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2021/07 - Current Machine Learning Framework for an Automated BoQ Task-Matching Process
Co-supervisor
 Engenharia Civil (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal

BUILT CoLAB, Portugal
2024/02 - 2024/07 Monitorização de um monumento com o apoio de um digital twin
Co-supervisor
 Engenharia Civil (Master)
Universidade do Porto Faculdade de Engenharia, Portugal

BUILT CoLAB, Portugal
2022/02 - 2022/09 Aplicação de Realidade Aumentada na Monitorização de Obra e Automatização de Pagamentos de Empreitadas
Co-supervisor
 Engenharia Civil (Master)
Universidade do Porto Faculdade de Engenharia, Portugal

BUILT CoLAB, Portugal
2022/02 - 2022/07 Blockchain Technology - Potential Application In The Portuguese Construction Industry
Co-supervisor
 Engenharia Civil (Master)
Universidade do Porto Faculdade de Engenharia, Portugal

BUILT CoLAB, Portugal
2022/02 - 2022/07 Análise da Implementação da Digitalização na Construção
Co-supervisor
 Engenharia Civil (Master)
Universidade do Porto Faculdade de Engenharia, Portugal

BUILT CoLAB, Portugal
2021/02 - 2021/07 Reconhecimento automático de materiais de construção a partir de levantamentos laser-scanning
Co-supervisor
 Engenharia Civil (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2017/02 - 2017/07 Levantamento expedito de edifícios com recurso a laser scanner
Co-supervisor
 Engenharia Civil (Master)
Universidade do Porto Faculdade de Engenharia, Portugal