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Rúben Lourenço completed the Integrated Master's degree in Mechanical Engineering in 2018, by University of Aveiro and a Bachelor's degree in Renewable Energies in 2014, by University of the Azores (Angra do Heroísmo). Participated in the project "Smart Green Homes" as research fellow, in the Department of Environment and Planning of University of Aveiro, from Jul/2019 to Sep/2020, developing work in the field of Computational Fluid Dynamics applied to indoor air quality. Currently a PhD student University of Aveiro and research fellow at Centre for Mechanical Technology and Automation (TEMA). Works in the field of Computational Mechanics and Artificial Intelligence/Machine Learning, aiming the development of implicit constitutive models. Experience using simulation software: ANSYS, Abaqus, Solidworks and OpenFOAM. Enthusiastic about the field of programming and software development, with demonstrated work and experience in the following languages: MATLAB, Python, Java (Android) and Visual Basic.
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Identification

Personal identification

Full name
Rúben Lourenço

Citation names

  • Lourenço, R. M. B.

Author identifiers

Ciência ID
6D1B-CE45-19C1
ORCID iD
0000-0003-3251-3620

Email addresses

  • rubenl@ua.pt (Professional)

Knowledge fields

  • Engineering and Technology - Mechanical Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Elementary (A2) Elementary (A2) Beginner (A1) Elementary (A2)
Russian Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2020/10/01 - 2023/10/01
Ongoing
 Engenharia Mecânica (Doutoramento)
Major in Engenharia Mecânica
Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Universidade de Aveiro, Portugal
2014/09/14 - 2018/07/17
Concluded
 Engenharia Mecânica (Mestrado integrado)
Universidade de Aveiro, Portugal
"Development of a modular software based on the Finite Element Method for incompressible problems" (THESIS/DISSERTATION)
 17
2011/09/14 - 2014/07/17
Concluded
 Energias Renováveis (Licenciatura)
Universidade dos Açores - Campus de Angra do Heroísmo, Portugal
 18
Affiliation

Others

Category
Host institution 		Employer
2019/07/01 - 2020/09/30 Research fellow Universidade de Aveiro, Portugal
Universidade de Aveiro Departamento de Ambiente e Ordenamento, Portugal
2018/10/01 - 2019/06/30 Professional internship Blue4Technology, Portugal
Projects

Grant

Designation Funders
2020/10/01 - 2023/10/01 Towards virtual forming and design: implicit material modelling using AI techniques and big data generation
2020.05279.BD
PhD Student Fellow
Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Universidade de Aveiro, Portugal
Portuguese Foundation for Science and Technology (FCT)
Ongoing
2019/07/01 - 2020/09/30 SGH - Smart Green Homes
POCI-01-0247-FEDER-007678
Research Fellow
Universidade de Aveiro Departamento de Ambiente e Ordenamento, Portugal
Ongoing
Outputs

Publications

Conference paper
  1. A. Andrade-Campos; N. Bastos; M. Conde; M. Gonçalves; J. Henriques; Lourenço, R. M. B.; J. M. P. Martins; et al. "On the inverse identification methods for forming plasticity models using full-field measurements". Paper presented in IDDRG 2022 - 41st International Deep Drawing Research Group Conference, Lorient, 2022.
    Accepted
Conference poster
  1. Rúben Lourenço; A. Gil Andrade-Campos; Georgieva, Pétia. "Coupling the Virtual Fields Method with ANNs for Implicit Constitutive Modelling". Paper presented in Encontro Ciência 2022, 2022.
Journal article
  1. Lourenço, Rúben; Andrade-Campos, António; Georgieva, Pétia. "The Virtual Fields Method to Indirectly Train Artificial Neural Networks for Implicit Constitutive Modelling". Key Engineering Materials 926 (2022): 2060-2068. http://dx.doi.org/10.4028/p-gy2di7.
    Open access • Published • 10.4028/p-gy2di7
  2. Rúben Lourenço; Andrade-Campos, António; Georgieva, Pétia. "The use of machine-learning techniques in material constitutive modelling for metal forming processes". MDPI Metals 12 3 (2022): https://www.mdpi.com/2075-4701/12/3/427.
    Open access • Published • 10.3390/met12030427
  3. Ruivo, Luís; Russo, Michael; Lourenço, Rúben; Pio, Daniel. "Energy management in the Portuguese ceramic industry: Analysis of real-world factories". Energy 237 (2021): 121628. http://dx.doi.org/10.1016/j.energy.2021.121628.
    Published • 10.1016/j.energy.2021.121628
  4. Sandra Sorte; Vera Rodrigues; Rúben Lourenço; Carlos Borrego; Alexandra Monteiro. "Development of a highly spatial detailed emission inventory for harbor-related activities: Comparison of two distinct bottom-up approaches". Atmospheric Environment (2020):
    Submitted
Thesis / Dissertation
  1. Lourenço, R. M. B.. "Development of a modular software based on the Finite Element Method for incompressible problems". Master, Universidade de Aveiro Departamento de Engenharia Mecânica, 2018. https://ria.ua.pt/handle/10773/27884.

Other

Invention
  1. GRIDS Alpha - open-source modular FEM code. Audience: mechanical engineering students and researchers. 2018. Lourenço, R. M. B..
  2. MECSol Android app | MECSol was born from a challenge proposed at a solid mechanics class from University of Aveiro, supported by GRIDS Research Group. Developed by students, the app aims to aid students performing stress and strain analysis calculations | Co-founder and co-developer | Language: Java (native android) | URL: https://play.google.com/store/apps/details?id=tk.rlta.mecsol. Audience: engineering students. 2016. Lourenço, R. M. B..
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2022/04/29 The Virtual Fields Method to indirectly train artificial neural networks for implicit constitutive modelling ESAFORM 2022 - 25th International Conference on Material Forming
ESAFORM - European Scientific Association for Material Forming (Braga, Portugal)
2021/07/09 Towards virtual forming and AI: Implicit material modelling using AI techniques and big data generation Research Summit
Universidade de Aveiro (Aveiro, Portugal)

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2018/02/28 - 2018/11/28 Cycle of workshops "GRIDS 4x4" (1st edition) | Co-organisor of the event (2018/02/28 - 2018/11/28)
Workshop (Co-organisor)
 Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
2018/04/18 - 2018/04/18 Cycle of workshops "GRIDS 4x4" (1st edition) - Teaching on session "Who's that GUI" | 3-hour-session | Language: VBA in Excel environment (2018/04/18 - 2018/04/18)
Workshop (Co-organisor)
 Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
2018/02/28 - 2018/02/28 Cycle of workshops "GRIDS 4x4" (1st edition) - Teaching on session "The Octave Wonder" | 3-hour-session | Language: Octave/MATLAB (2018/02/28 - 2018/02/28)
Workshop (Co-organisor)
 Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal
2017/10/09 - 2017/10/13 Cycle of workshops "Code17" (Codeweek 2nd Edition) - Programming as a tool to solve engineering problems | Co-organisor of the event | Teaching on session "Apps for Things" (2-hour-session) | Languages: Java, XML, MATLAB, Arduino | URL: https://codeweek.eu//view/36771/grids-code17/ (2017/10/09 - 2017/10/13)
Workshop (Co-organisor)
 Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
2016/10/15 - 2016/10/15 Workshop "MEC@DEM-UA" (Codeweek 1st edition) - Programming as a tool to solve engineering problems | First Codeweek event organised at University of Aveiro | Co-organizing and teaching | 7-hour-session | Language: Octave/MATLAB | URL: https://codeweek.eu//view/11691/mecdem-ua/ (2016/10/15 - 2016/10/15)
Workshop (Co-organisor)
 Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
2016/04/20 - 2016/04/27 Workshop I.D.A.A. (3rd edition) - Introduction to the development of applications for Android | Co-organizing and teaching | 2 x 3-hour-session | Languages: Java, XML | IDE: Android Studio (2016/04/20 - 2016/04/27)
Workshop (Co-organisor)
 Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
2015/11/17 - 2015/12/04 Workshop I.D.A.A. (2nd edition) - Introduction to the development of applications for Android | Co-organizing and teaching | 2 x 3-hour-session | Languages: Java, XML | IDE: Android Studio (2015/11/27 - 2015/12/04)
Workshop (Co-organisor)
 Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
2015/06/09 - 2015/06/09 Workshop I.D.A.A. (1st edition) - Introduction to the development of applications for Android | Co-organizing and teaching | 2-hour-session | Languages: Java, XML | IDE: Android Studio (2015/06/09 - 2015/06/09)
Workshop (Co-organisor)
 Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
2015/06/08 - 2015/06/08 Workshop App Inventor | Introduction to the development of mobile Apps for Android using MIT App Inventor | Co-organising and teaching | 2-hour-session (2015/06/08 - 2015/06/08)
Workshop (Co-organisor)
 Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
Distinctions

Award

2013 Academic merit scholarship
Universidade dos Açores - Campus de Angra do Heroísmo, Portugal

Universidade dos Açores, Portugal
2012 Academic merit scholarship
Universidade dos Açores - Campus de Angra do Heroísmo, Portugal

Universidade dos Açores, Portugal