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I am a Master's graduate both in Architecture and Data Science from IST, a Computer Science and Engineering PhD candidate at the same university, and an early-stage researcher at INESC-ID. My research focuses on optimization processes and performance-based approaches to architectural design.
Identification

Personal identification

Full name
Inês Isabel Chinita Pereira
Gender
Female

Citation names

  • Pereira, Inês

Author identifiers

Ciência ID
6115-EEBB-539F

Email addresses

  • ines.pereira@tecnico.ulisboa.pt (Professional)

Addresses

  • INESC-ID. R. Alves Redol 9, 1000-029, Lisboa, Lisboa, Portugal (Professional)

Websites

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2022/02/01 - 2026/02/28
Ongoing
Advanced Studies Diploma in Computer Science and Engineering (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"ABBA - Agent-Based Building Analysis" (THESIS/DISSERTATION)
2020/09/24 - 2022/05/24
Concluded
Master Degree in Data Science and Engineering (Mestrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Reconstructing Architectural Optimization Workflows" (THESIS/DISSERTATION)
18
2012/09/27 - 2019/06/19
Concluded
Integrated Master in Architecture (Mestrado integrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Towards Lighting Optimization: A Performance-Based Approach" (THESIS/DISSERTATION)
14
Affiliation

Science

Category
Host institution
Employer
2017/09 - Current Research Trainee (Research) Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Teaching in Higher Education

Category
Host institution
Employer
2022/03/02 - Current Invited Assistant (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
Projects

Grant

Designation Funders
2022/02/01 - 2026/02/28 PhD Individual Grant
2021.06302.BD
PhD Student Fellow
Fundação para a Ciência e a Tecnologia

Contract

Designation Funders
2025/01/01 - Current ABCD2 - Advanced Building Conception and Design - 2nd Edition
2024.09264.CPCA.A2
Co-Principal Investigator (Co-PI)
Fundação para a Ciência e a Tecnologia
Ongoing
2021/03/01 - 2021/08/31 Khepri - Algorithmic Design, Analysis and Optimization
PTDC/ART-DAQ/31061/2017
Master Student Fellow
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Concluded
2019/09/01 - 2021/02/28 Khepri - Algorithmic Design, Analysis and Optimization
PTDC/ART-DAQ/31061/2017
Research Fellow
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Concluded
Outputs

Publications

Conference paper
  1. João David; Pereira, Inês; Belém, Catarina; Menezes Leitão, António. "Inverse Algorithm Design of Floor Plans: Leveraging Neural Networks to Convert Floor Plan Images into Algorithmic Design Programs". Paper presented in Education and Research in Computer Aided Architectural Design in Europe (eCAADe) Conference, 2025.
    Under revision
  2. Severes, Beatriz; Carreira, Carolina; Vieira, Ana Beatriz; Gomes, Eduardo; Aparício, João Tiago; Pereira, Inês. "The Human Side of XAI: Bridging the Gap between AI and Non-expert Audiences". Paper presented in SIGDOC '23: ACM International Conference on Design of Communication, Orlando, 2023.
    Published • 10.1145/3615335.3623062
  3. Luis Santos; Caetano, Inês; Menezes Leitão, António; Inês Pereira. "Uncertainty in daylight simulations of algorithmically generated complex shading screens". Paper presented in Building Simulation Conference, Bruges, 2021.
  4. Pereira, Inês; Belém, Catarina G. ; Leitão, António. "Escaping Evolution: A Study on Multi-Objective Optimization". Paper presented in RE: Anthropocene, Proceedings of the 25th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA) 2020, 2020.
  5. Caetano, Inês; Garcia, Sara; Pereira, Inês; Leitão, António. "Creativity Inspired by Analysis: An algorithmic design system for designing structurally feasible façades". Paper presented in RE: Anthropocene, Proceedings of the 25th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA) 2020, 2020.
  6. Martinho, Helena; Pereira, Inês; Feist, Sofia; Leitão, António. "Integrated Algorithmic Design in Practice: A Renovation Case Study". Paper presented in Anthropologic - Architecture and Fabrication in the cognitive age: Proceedings of the 38th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe), 2020.
  7. Pereira, Inês; Leitão, António. "The Cost of Daylight: A Parallelized Approach to Multi-Objective Optimization". Paper presented in 35th Passive and Low Energy Architecture (PLEA) Conference 2020 - Planning Post-Carbon Cities, 2020.
  8. Santos, Luis; Caetano, Inês; Pereira, Inês; Leitão, António. "A Generative System for the Design of High-Performing Shading Devices: Exploring the Daylight Potential of Weaving Patterns". Paper presented in 35th Passive and Low Energy Architecture (PLEA) Conference 2020 - Planning Post-Carbon Cities, 2020.
  9. Pereira, Inês; Leitão, António. "More is More: The No Free Lunch Theorem in Architecture". Paper presented in Imaginable Futures: Design Thinking, and the Scientific Method: Proceedings of the 54th International Conference of the Architectural Science Association (ANZAScA), 2020.
  10. Castelo-Branco, Renata; Caetano, Inês; Pereira, Inês; Leitão, António. "The Collaborative Algorithmic Design Notebook". Paper presented in Imaginable Futures: Design Thinking, and the Scientific Method: Proceedings of the 54th International Conference of the Architectural Science Association (ANZAScA), 2020.
  11. Pereira, Inês; Belém, Catarina; Leitão, António. "Optimizing Exhibition Spaces A Multi-Objective Approach". Paper presented in rchitecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference, Porto, 2019.
    10.5151/proceedings-ecaadesigradi2019_456
Journal article
  1. Caetano, Inês; Pereira, Inês; Menezes Leitão, António. "Balancing design intent and performance: An algorithmic design approach". Architectural Science Review (2023): 1-13. http://dx.doi.org/10.1080/00038628.2023.2254305.
    10.1080/00038628.2023.2254305
  2. Castelo-Branco, Renata; Caetano, Inês; Pereira, Inês; Menezes Leitão, António. "Sketching Algorithmic Design". Journal of Architectural Engineering 28 2 (2022): http://dx.doi.org/10.1061/(asce)ae.1943-5568.0000539.
    Published • 10.1061/(asce)ae.1943-5568.0000539
  3. Araújo, Gonçalo; Pereira, Inês; Menezes Leitão, António; Correia Guedes, Manuel. "Conflicts in Passive Building Performance: Retrofit and Regulation of Informal Neighbourhoods". Frontiers of Architectural Research (2021): https://www.sciencedirect.com/science/article/pii/S2095263521000145.
    Open access • Published
Activities

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2024/09/17 - Current Hyper-Parameter Optimization for Building Design
Co-supervisor
Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal

Ad Hoc journal article review

Journal title (ISSN) Publisher
2024/03/25 - 2024/04/08 Knowledge and Information Systems (0219-3116) Springer Nature
2023/01/01 - 2023/04/30 Automation in Construction (0926-5805) Elsevier

Conference scientific committee

Conference name Conference host
2022/09/25 - Current International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA)

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2022/03/02 - 2025/07/17 Design Programming and Computing Arquitectura (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/09/27 - 2025/02/14 Design Digital Arquitectura (Doutoramento) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/09/11 - 2024/02/16 Network Science Engenharia Informática e de Computadores (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
Distinctions

Other distinction

2024 Diploma of Teaching Excellence
Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 Diploma of Teaching Excellence
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 Diploma in Academic Excellence
Universidade de Lisboa Instituto Superior Técnico, Portugal