Research output per year
Research output per year
Personal profile
Profile
My main research interests are the mathematical modeling and simulation of human mobility, smart mobility services and the design, development and assessment of new technologies for better integrated transportation solutions.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Transportation Systems, Ph.D., Instituto Superior Técnico
Award Date: 16 Feb 2014
Transportation Engineering, M.Sc., Instituto Superior Técnico
Award Date: 19 Jun 2008
Civil Engineering (Structures), Licentiate (5yrs), Instituto Superior Técnico
Award Date: 1 Sept 2004
External positions
Research Affiliate, Massachusetts Institute of Technology
1 Jun 2018 → …
Research Scientist, Massachusetts Institute of Technology
1 Feb 2016 → 31 May 2018
Senior Postdoctoral Associate, Singapore-MIT Alliance
1 Mar 2014 → 31 Jan 2016
Research Scholar, National Laboratory for Civil Engineering
1 Oct 2005 → 31 Dec 2013
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Scenario Discovery for urban planning: The case of green urbanism and the impact on stress
Lahoz, L. T., Azevedo, C. L., Ancora, L., Morgado, P., Kotval, Z., Miranda, B. & Pereira, F. C., 2026, In: Futures. 175, 103727.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile15 Downloads (Orbit) -
A modeling framework for analyzing the impact of shared mobility services on equity in multimodal transportation networks
Kadem, K., Ameli, M., Azevedo, C. M. L., Zargayouna, M. & Oukhellou, L., 2025. 1 p.Research output: Contribution to conference › Poster › Research › peer-review
Open AccessFile2 Downloads (Orbit) -
A naturalistic experiment on individual activity, mobility and emotional patterns
Azevedo, C. M. L., Conceição, M. A., Haustein, S., Morgado, P. & Miranda, P. M., 2025, Proceedings of The 12th Triennial Symposium on Transportation Analysis conference.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research
Open AccessFile -
Bayesian optimization of electric vehicle charging infrastructure location planning: An agent-based simulation approach
Koutounidis, A., Barzegar Dovom, D., Paulsen, M., Papadaskalopoulos, D., Pereira, F. C. & Azevedo, C. L., 2025, In: Sustainable Cities and Society. 134, 106884.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Bridging the gap: a scoping review exploring the relationship between objective and subjective cycling safety
Costa, M., Marques, M., Siebert, F. W., Lima Azevedo, C. & Moura, F., 2025, In: Transport Reviews. 45, 6, p. 993-1015Research output: Contribution to journal › Journal article › Research › peer-review
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Understanding mobility cultures across Europe using machine learning and big data
XIA, J. (PhD Student), Azevedo, C. M. L. (Main Supervisor) & Haustein, S. (Supervisor)
15/11/2025 → 14/11/2028
Project: PhD
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Equal Roads: Gender Perspectives on Road Safety of Vulnerable Users in LMIC
Jackson, L. M. (PhD Student), Siebert, F. W. (Main Supervisor), Azevedo, C. M. L. (Supervisor) & Mitullah, W. (Supervisor)
15/08/2025 → 14/08/2028
Project: PhD
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Quantra: Quantum Computing for Transport Applications
Guerrero Domínguez, D. (PhD Student), Nielsen, O. A. (Main Supervisor), Karlsson, S. (Supervisor) & Azevedo, C. M. L. (Supervisor)
01/12/2024 → 30/11/2027
Project: PhD
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Active Learning Causal Discovery on Simulators
Santos, F. M. F. (PhD Student), Pereira, F. C. (Main Supervisor), Azevedo, C. M. L. (Supervisor) & Rodrigues, F. (Supervisor)
01/10/2024 → 30/09/2027
Project: PhD
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The Green Token: Digital Tradable Credits for Sustainable Personal Mobility
Guggenberger, J. A. (PhD Student), Azevedo, C. M. L. (Main Supervisor), Seshadri, R. (Supervisor) & Ciuffo, B. (Supervisor)
15/09/2024 → 14/09/2027
Project: PhD
Activities
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A modeling framework for analyzing the impact of shared mobility services on equity in multimodal transportation networks
Kadem, K. (Speaker), Ameli, M. (Other), Azevedo, C. M. L. (Guest lecturer), Zargayouna, M. (Other) & Oukhellou, L. (Other)
28 May 2025Activity: Talks and presentations › Conference presentations
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Case Study: Learning Interventionally Consistent Surrogates for Climate Adaptation
Santos, F. M. F. (Guest lecturer), Agriesti, S. A. M. (Other), Azevedo, C. M. L. (Other) & Pereira, F. C. (Other)
7 Dec 2025Activity: Talks and presentations › Conference presentations
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The APEX project - Artificial Intelligence for Policy Excellence in the Climate Crisis: initial results and outlook
Agriesti, S. A. M. (Speaker), Pereira, F. C. (Other), Azevedo, C. M. L. (Other), Rodrigues, F. (Other), Cantelmo, G. (Other), Santos, F. M. F. (Other), Lassen, O. B. (Other) & Böger, J. P. D. S. (Other)
2025Activity: Talks and presentations › Conference presentations
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Capturing Spatial Heterogeneity in Cycling Accidents using a Latent Class Discrete Outcome Model
Nobre da Costa, M. (Speaker), Azevedo, C. M. L. (Other), Siebert, F. W. (Other), Marques, M. (Other) & Moura, F. (Other)
18 Jun 2024 → 20 Jun 2024Activity: Talks and presentations › Conference presentations
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Identifying Choice Sets for Public Transport Route Choice Models Using Smart-Card Data: Generated vs. Empirical Sets
Sfeir, G. (Speaker), Rodrigues, F. (Other), Seshadri, R. (Other), Tulunay, I. (Other) & Azevedo, C. M. L. (Other)
14 Jul 2024 → 18 Jul 2024Activity: Talks and presentations › Conference presentations
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