Software Architecture
Software Architecture is a fundamental field in systems engineering involving the structural organization of software components, their interactions, and the guiding principles that define the design and evolution of systems. This area ensures the efficiency, scalability, and maintainability of software systems, directly impacting the quality and performance of applications.
Software Architecture is a key field in systems engineering that encompasses the structural organization of software components, their interactions, and the guiding principles that govern the design and evolution of systems. This area is pivotal in ensuring efficiency, scalability, and maintainability of software systems, directly affecting the quality and performance of applications.
About the Area Coordinator
Prof. André Lanna
More About the Coordinator
Research Team
Master’s degree
Emanuel Galhardo de Oliveira
Assessment of DevOps Maturity in Cloud Solutions in the Financial Sector
Master's Thesis in Applied Computing, University of Brasília (Brazil)•2025
Advisor(s)
Bachelor’s Thesis
Luciano Ricardo da Silva Junior
Gamification and Code Smells
Bachelor of Software Engineering - University of Brasília (Brazil)•2025
Advisor(s)Luis Eduardo Carneiro Miranda
Smart Inventory Manager
Bachelor of Software Engineering - University of Brasília (Brazil)•2025
Advisor(s)Vinícius Mendes Martins
Smart Inventory Manager
Bachelor of Software Engineering - University of Brasília (Brazil)•2025
Advisor(s)
Previous Researchers
Master’s degree
- 2025
Dione Ramos Canuto Moura
Proposal for Improving the Usability of the Interaction Between User and Corporate System of the Brazilian Army
Master's Thesis in Applied Computing, University of Brasília (Brazil)
Advisor(s)TopicsSiCaPEx, the Brazilian Army Personnel Registration System, plays an essential role in the efficient management of information for personnel processes in the Brazilian Army. However, over time, an increase in operational difficulties and software performance has been observed, evidenced by the growing number of support requests related to the system's usability. This work aims to analyze the usability of SiCaPEx, examining the interaction between users and the system from 2019 to 2023, and propose improvements based on the results obtained, implementing them in a practical way. Effective personnel management in the Army directly depends on the reliability of the data processed by SiCaPEx. The methodology adopted included a quantitative-qualitative approach, which combined bibliographic research and documentary analysis to explore the usability challenges faced. The usability assessment was carried out through the SUS (System Usability Scale) questionnaire and Nielsen's Heuristic Evaluation, offering a comprehensive view of users' perceptions. The collected data were statistically analyzed using specialized software, such as SPSS, R-Studio, Iramuteq and Excel. The results indicated significant usability problems in SiCaPEx. The overall score of the SUS questionnaire was below expectations, highlighting the need for improvements in areas such as ease of learning, efficiency, memorization, error minimization and user satisfaction. These problems were highlighted by the respondents and validated by data analysis. Based on the suggestions for improvement identified, an Internal Memorandum was prepared and a FAQ (Frequency Answer the Question) was implemented to answer frequently asked questions about the system, an initiative that was well evaluated by users. It is expected that the results of this research will contribute significantly to more efficient personnel management, directly impacting the administrative and operational activities of the Brazilian Army. - 2021
Taylor Rodrigues Lopes
Method for Migrating Legacy Monolithic Systems to Microservices Architecture
Master's Thesis in Applied Computing, University of Brasília (Brazil)
Advisor(s)TopicsCurrently, most organizations depend on Information Systems. In general, these systems are built based on monolithic architecture, with centralized execution on a single server. Over the years, however, the constant changes to meet business needs and the accumulation of technical debt, have made these systems increasingly larger and complex, making aspects such as maintainability and scalability difficult. This difficult reality experienced by many organizations motivated the present work to investigate a new architectural trend called microservices. Popularized by companies like Netflix and Amazon, microservices can be an alternative for the modernization of legacy systems, providing low downtime and imperceptible impact to the end user. In this new architecture, the software is broken down into small parts that work independently and autonomously, bringing some improvements in terms of software quality attributes. However, there are also challenges and tradeoffs - adopting microservices tends to be a difficult process and not rarely unsuccessful, mainly due to the lack of methods to conduct the migration process. In this sense, based on scientific studies, this work presents a migration method entitled Microservice Full Cycle - MFC, inspired by the software development life cycle and DevOps strategies. The goal is to assist legacy software systems to gradually evolve guided by a set of steps and activities common to the microservice architecture. The validation of the MFC method is done through an experiment in a real application, showing advantages such as more cohesive and uncoupled codes, technological independence, agility in build, test and deploy (automation), scalability under high demand, greater interoperability and integration, geodistributed capabilities, plus realtime monitoring and feedback. - 2020
Felipe Evangelista dos Santos
Implementation of the integration of the UnB service bus with monitoring tools
Master's Thesis in Applied Computing, University of Brasília (Brazil)
Advisor(s)The adoption of a Service-Oriented Architecture (SOA) in the implementation of services and microservices in distributed system applications facilitates the use of development standards, maintenance, flexibility in service development, and interoperability between services and systems. The Computing Center (CPD) of the University of Brasília (UnB) engages in various software automation processes, ranging from the maintenance of existing systems to the development and deployment of new technological solutions. Continuous monitoring of the performance of services, microservices, and systems becomes crucial. This study, of an exploratory nature, aims to investigate solutions and tools for implementing and managing the monitoring of distributed services and systems at UnB, through systematic mapping. The research was theoretically grounded to develop a model that was applied to the monitoring module of the UnB service bus. Simulations were conducted with the developed solution, allowing the analysis of the integration between the service bus and the proposed monitoring tool. - 2019
James Taylor Faria Chaves
Master's Thesis in Applied Computing, University of Brasília (Brazil)
Advisor(s)This work introduces the NatVI framework, focusing on the integration between Service-Oriented Architecture (SOA), Agile Development, and Quality Assurance (QA). Developed from a literature review that identified and evaluated the trade-offs between SOA and agile methods, NatVI aims to provide a comprehensive solution for the software development cycle, especially for service-based applications. It includes best practices from SOA and agile principles, emphasizing the importance of QA, essential for software projects in dynamic business environments. A case study in a unit of the Brazilian federal government assessed the application of NatVI, observing improvements in software quality, understanding of agile methods, and client satisfaction with the development process. The study also highlighted limitations, such as the size of the IT team and the number of clients involved, leading to a subjective evaluation through semi-structured interviews. The preliminary results suggest that NatVI has potential, but also highlight the need for further research, paving the way for future studies on emerging technologies, such as containers and DevOps.
Postgraduate Specialization
- 2010
Otávio Gomes Lumba de Oliveira
Project Management Process: an approach using PMBOK and Scrum aligned with the reality of Giro Novo Company
Specialization in Software Engineering, Catholic University of Brasília (Brazil)
Advisor(s)Topics - 2010
Nívia C. Queiroz
Application of a Method for Reverse Engineering in Legacy Systems
Specialization in Software Engineering, Catholic University of Brasília (Brazil)
Advisor(s)Topics - 2009
Pauliane Alves de Paula
Proposal for Associating an Agile Development Process with the Use of a CASE Tool
Specialization in Software Engineering, Catholic University of Brasília (Brazil)
Advisor(s)Topics - 2008
Tiago Souza Fraga
Proposal of a Software Development Process for Small Teams
Specialization in Software Engineering, Catholic University of Brasília (Brazil)
Advisor(s)Topics
Bachelor’s Thesis
- 2025
Erick Giffoni Felicissimo
Design and development of the TROPA software: airsoft operations theater
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2025
João Pedro Elias de Moura
SmartPayment: smart contract automation system for assessment and payment in software development
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2025
Artur de Sousa Vieira, Luíza Esteves dos Santos
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2025
Kalebe Lopes da Cunha, Murilo Schiler Lopes Santana
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2024
Christian Fleury Alencar Siqueira, Thiago Siqueira Gomes
Agromart: integration and publication of the application for family farming
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2024
Guilherme Rogelin Vial, Lucas Braun Vieira Xavier
Modeling flows for an application aimed at legal education
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2024
João Pedro Alves Machado, Júlio César Martins França
Rendering flows of a legal education application on mobile devices
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2023
Abner Filipe Cunha Ribeiro, Rafael Leão Teixeira de Magalhães
Association for Agromart applications of a CSA in cloud
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2023
Felipe Boccardi Silva Agustini, Giovanna Borges Bottino
Payment integration module and maintenance for the Agromart software
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2021
Filipe Toyoshima Silva
State of practice of software maintenance in the context of early-stage software startups
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2018
Laércio Silva de Sousa Júnior
Determining the authorship rate within a project using Git
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2019
Bruno Contessotto Bragança Pinheiro
Active Gamification - A Process for Successful Gamification
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2018
Jonathan Nogueira Rufino Batista Paiva, Luis Henrique Nunes Guimarães
NotifiCar - app for monitoring the status of cars in a city
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2014
Luciano Hideaky de Macedo Endo
Support metrics for effort estimation in the development of Business Intelligence systems
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2013
Breno Dantas Cruz
A systematic mapping of metrics for agile methodologies Scrum, Kanban, and XP
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2014
Guilherme Fay Vergara
Deployment of software as a service on a private cloud for the FGA software factory
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)TopicsThe objective of this final course design is bring the reader first state of the art on cloud computing later a brief explanation of tools for cloud computing, through all levels of architecture, and later the proposition of a deployment model of computing cloud to the software factory and finally the deployment of this model. The deployment of such services is within a private cloud, allocated within the CEBRASPE servers. The main services are available - Express which is a system that is primarily maintained by SERPRO, and owncloud, software that implements the sharing of any files in the cloud. These services increase the productivity of the factory members and increase their collaboration in projects developed internally. - 2025
Marcus Vinicius P. Martins
OpenBatch: batch processing service for private cloud
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2022
Almir José Malheiros Franco, Guilherme Jesus Nunes
System to support and track final course projects
Senior Project (Technology in Internet Systems) - Federal Institute of Brasília (Brazil)
Advisor(s)Topics - 2021
Levi Alves de Freitas Júnior
Fall notification system through cloud computing
Senior Project (Technology in Internet Systems) - Federal Institute of Brasília (Brazil)
Advisor(s)Topics - 2020
Gustavo Vieira Braz Gonçalves, Luiz Guilherme S da Silva
Development of a software solution for fleet management, a practical application
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2012
Caio Appelt Resende
Restructuring the Eficiente Tool Aiming at Adapting It to BPMN Notation
Bachelor of Computer Science - University of Brasília (Brazil)
Advisor(s)
Current Projects
Publications and Productions
Publications (37)
- 2025
Erick Giffoni Felicissimo
Design and development of the TROPA software: airsoft operations theater
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2025
João Pedro Elias de Moura
SmartPayment: smart contract automation system for assessment and payment in software development
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2025
Artur de Sousa Vieira, Luíza Esteves dos Santos
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2025
Kalebe Lopes da Cunha, Murilo Schiler Lopes Santana
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2024
Christian Fleury Alencar Siqueira, Thiago Siqueira Gomes
Agromart: integration and publication of the application for family farming
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2024
Guilherme Rogelin Vial, Lucas Braun Vieira Xavier
Modeling flows for an application aimed at legal education
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2024
João Pedro Alves Machado, Júlio César Martins França
Rendering flows of a legal education application on mobile devices
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2025
Dione Ramos Canuto Moura
Proposal for Improving the Usability of the Interaction Between User and Corporate System of the Brazilian Army
Master's Thesis in Applied Computing, University of Brasília (Brazil)
Advisor(s)TopicsSiCaPEx, the Brazilian Army Personnel Registration System, plays an essential role in the efficient management of information for personnel processes in the Brazilian Army. However, over time, an increase in operational difficulties and software performance has been observed, evidenced by the growing number of support requests related to the system's usability. This work aims to analyze the usability of SiCaPEx, examining the interaction between users and the system from 2019 to 2023, and propose improvements based on the results obtained, implementing them in a practical way. Effective personnel management in the Army directly depends on the reliability of the data processed by SiCaPEx. The methodology adopted included a quantitative-qualitative approach, which combined bibliographic research and documentary analysis to explore the usability challenges faced. The usability assessment was carried out through the SUS (System Usability Scale) questionnaire and Nielsen's Heuristic Evaluation, offering a comprehensive view of users' perceptions. The collected data were statistically analyzed using specialized software, such as SPSS, R-Studio, Iramuteq and Excel. The results indicated significant usability problems in SiCaPEx. The overall score of the SUS questionnaire was below expectations, highlighting the need for improvements in areas such as ease of learning, efficiency, memorization, error minimization and user satisfaction. These problems were highlighted by the respondents and validated by data analysis. Based on the suggestions for improvement identified, an Internal Memorandum was prepared and a FAQ (Frequency Answer the Question) was implemented to answer frequently asked questions about the system, an initiative that was well evaluated by users. It is expected that the results of this research will contribute significantly to more efficient personnel management, directly impacting the administrative and operational activities of the Brazilian Army. - 2023
Abner Filipe Cunha Ribeiro, Rafael Leão Teixeira de Magalhães
Association for Agromart applications of a CSA in cloud
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2023
Felipe Boccardi Silva Agustini, Giovanna Borges Bottino
Payment integration module and maintenance for the Agromart software
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2022
MACIEL, C., MENDES, F. F., PEREIRA, V. C., YAMAUCHI, E. A.
Defining Digital Legacy Management Systems' Requirements
LECTURE NOTES IN BUSINESS INFORMATION PROCESSING, LNBIP 455 (256-279)
Topics - 2021
Filipe Toyoshima Silva
State of practice of software maintenance in the context of early-stage software startups
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2021
Taylor Rodrigues Lopes
Method for Migrating Legacy Monolithic Systems to Microservices Architecture
Master's Thesis in Applied Computing, University of Brasília (Brazil)
Advisor(s)TopicsCurrently, most organizations depend on Information Systems. In general, these systems are built based on monolithic architecture, with centralized execution on a single server. Over the years, however, the constant changes to meet business needs and the accumulation of technical debt, have made these systems increasingly larger and complex, making aspects such as maintainability and scalability difficult. This difficult reality experienced by many organizations motivated the present work to investigate a new architectural trend called microservices. Popularized by companies like Netflix and Amazon, microservices can be an alternative for the modernization of legacy systems, providing low downtime and imperceptible impact to the end user. In this new architecture, the software is broken down into small parts that work independently and autonomously, bringing some improvements in terms of software quality attributes. However, there are also challenges and tradeoffs - adopting microservices tends to be a difficult process and not rarely unsuccessful, mainly due to the lack of methods to conduct the migration process. In this sense, based on scientific studies, this work presents a migration method entitled Microservice Full Cycle - MFC, inspired by the software development life cycle and DevOps strategies. The goal is to assist legacy software systems to gradually evolve guided by a set of steps and activities common to the microservice architecture. The validation of the MFC method is done through an experiment in a real application, showing advantages such as more cohesive and uncoupled codes, technological independence, agility in build, test and deploy (automation), scalability under high demand, greater interoperability and integration, geodistributed capabilities, plus realtime monitoring and feedback. - 2020
CHAVES, J. T. F., FREITAS, S. A. A.
NatVi - A Framework for Agile Software Development, Service-oriented Architecture and Quality Assurance
20th International Conference on Computational Science and its Applications • Cagliari, Italia
- 2020
Felipe Evangelista dos Santos
Implementation of the integration of the UnB service bus with monitoring tools
Master's Thesis in Applied Computing, University of Brasília (Brazil)
Advisor(s)The adoption of a Service-Oriented Architecture (SOA) in the implementation of services and microservices in distributed system applications facilitates the use of development standards, maintenance, flexibility in service development, and interoperability between services and systems. The Computing Center (CPD) of the University of Brasília (UnB) engages in various software automation processes, ranging from the maintenance of existing systems to the development and deployment of new technological solutions. Continuous monitoring of the performance of services, microservices, and systems becomes crucial. This study, of an exploratory nature, aims to investigate solutions and tools for implementing and managing the monitoring of distributed services and systems at UnB, through systematic mapping. The research was theoretically grounded to develop a model that was applied to the monitoring module of the UnB service bus. Simulations were conducted with the developed solution, allowing the analysis of the integration between the service bus and the proposed monitoring tool. - 2018
Laércio Silva de Sousa Júnior
Determining the authorship rate within a project using Git
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2019
CHAVES, J. T. F., FREITAS, S. A. A.
A Systematic Literature Review for Service-oriented Architecture and Agile Development
The 19th International Conference on Computational Science and its Applications • Saint Petersburg, Russia
- 2019
James Taylor Faria Chaves
Master's Thesis in Applied Computing, University of Brasília (Brazil)
Advisor(s)This work introduces the NatVI framework, focusing on the integration between Service-Oriented Architecture (SOA), Agile Development, and Quality Assurance (QA). Developed from a literature review that identified and evaluated the trade-offs between SOA and agile methods, NatVI aims to provide a comprehensive solution for the software development cycle, especially for service-based applications. It includes best practices from SOA and agile principles, emphasizing the importance of QA, essential for software projects in dynamic business environments. A case study in a unit of the Brazilian federal government assessed the application of NatVI, observing improvements in software quality, understanding of agile methods, and client satisfaction with the development process. The study also highlighted limitations, such as the size of the IT team and the number of clients involved, leading to a subjective evaluation through semi-structured interviews. The preliminary results suggest that NatVI has potential, but also highlight the need for further research, paving the way for future studies on emerging technologies, such as containers and DevOps. - 2019
Bruno Contessotto Bragança Pinheiro
Active Gamification - A Process for Successful Gamification
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2018
Jonathan Nogueira Rufino Batista Paiva, Luis Henrique Nunes Guimarães
NotifiCar - app for monitoring the status of cars in a city
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s) - 2018
LEAO, H. A. T., SOUZA, R. V. F., MACIEL, A. A. F., FREITAS, S. A. A., CANEDO, E. D.
Gamificação aplicada ao desenvolvimento de software: Análise e Projeto
XX ENCOINFO • Palmas
- 2018
RIBEIRO, A. S., CANEDO, E. D., FREITAS, S. A. A.
An Implementation of the OAuth 2.0 for an Enterprise Service Bus
18th International Conference on Computational Science and Its Applications • Melbourne - Australia
- 2017
ARAUJO, A. N. L., BORGES, K. C. S., FREITAS, S. A. A., CANEDO, E. D., SILVA, W. C. M. P.
Americas Conference on Information Systems 2017 • Boston - EUA
- 2015
RAMOS, C. S., OLIVEIRA, K. M., ROCHA, A. R. C.
Planejamento de Programa de Melhoria Abordagem Multimodelo
Simpósio Brasileiro de Qualidade de Software, p79-93 • Manaus
Topics - 2015
VERGARA, G. F., CANEDO, E. D., FREITAS, S. A. A.
Deployment of Collaborative Softwares as a Service in a Private Cloud to a Software Factory
15th Computational Science and Its Applications (ICCSA) • Banff - Canada
Topics - 2014
Luciano Hideaky de Macedo Endo
Support metrics for effort estimation in the development of Business Intelligence systems
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2013
Breno Dantas Cruz
A systematic mapping of metrics for agile methodologies Scrum, Kanban, and XP
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2014
Guilherme Fay Vergara
Deployment of software as a service on a private cloud for the FGA software factory
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)TopicsThe objective of this final course design is bring the reader first state of the art on cloud computing later a brief explanation of tools for cloud computing, through all levels of architecture, and later the proposition of a deployment model of computing cloud to the software factory and finally the deployment of this model. The deployment of such services is within a private cloud, allocated within the CEBRASPE servers. The main services are available - Express which is a system that is primarily maintained by SERPRO, and owncloud, software that implements the sharing of any files in the cloud. These services increase the productivity of the factory members and increase their collaboration in projects developed internally. - 2025
Marcus Vinicius P. Martins
OpenBatch: batch processing service for private cloud
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2022
Almir José Malheiros Franco, Guilherme Jesus Nunes
System to support and track final course projects
Senior Project (Technology in Internet Systems) - Federal Institute of Brasília (Brazil)
Advisor(s)Topics - 2021
Levi Alves de Freitas Júnior
Fall notification system through cloud computing
Senior Project (Technology in Internet Systems) - Federal Institute of Brasília (Brazil)
Advisor(s)Topics - 2020
Gustavo Vieira Braz Gonçalves, Luiz Guilherme S da Silva
Development of a software solution for fleet management, a practical application
Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil)
Advisor(s)Topics - 2012
Caio Appelt Resende
Restructuring the Eficiente Tool Aiming at Adapting It to BPMN Notation
Bachelor of Computer Science - University of Brasília (Brazil)
Advisor(s) - 2010
Otávio Gomes Lumba de Oliveira
Project Management Process: an approach using PMBOK and Scrum aligned with the reality of Giro Novo Company
Specialization in Software Engineering, Catholic University of Brasília (Brazil)
Advisor(s)Topics - 2010
Nívia C. Queiroz
Application of a Method for Reverse Engineering in Legacy Systems
Specialization in Software Engineering, Catholic University of Brasília (Brazil)
Advisor(s)Topics - 2009
Pauliane Alves de Paula
Proposal for Associating an Agile Development Process with the Use of a CASE Tool
Specialization in Software Engineering, Catholic University of Brasília (Brazil)
Advisor(s)Topics - 2008
Tiago Souza Fraga
Proposal of a Software Development Process for Small Teams
Specialization in Software Engineering, Catholic University of Brasília (Brazil)
Advisor(s)Topics
Contact & Collaboration
- Email for information and team contact: andrelanna@unb.br.