My research combines computational and empirical approaches to understanding the impact of the network structure of socioeconomic systems on their functioning. Specifically, I focus on how such networks affect the dynamical processes underlying the spreading of information, diseases, opinions, and behaviors, and how these structures limit agents' decision-making process when they operate over a networked system and take actions over its elements.
I have a Bachelor's and Master's in Physics from the University of Lisbon (Portugal), and a Ph.D. in Physics from the University of Minho (Portugal). During my Ph.D., I collaborated closely with the GAIPS/INESC-ID in Lisbon. Also, I worked as a Visiting Graduate Student at the MIT Media Lab Macro Connections/Collective Learning Group, where I later joined as a Postdoctoral Associate (2016/18).
Selected Publications
Borges, H. M., Vasconcelos, V. V., & Pinheiro, F. L. (2024). How Social Rewiring Preferences Bridge Polarized Communities. arXiv preprint arXiv:2312.08088. (in press at Chaos, Solitons & Fractals)
Ottersen, S. G., Pinheiro, F., & Bação, F. (2024). Triplet extraction leveraging sentence transformers and dependency parsing. Array, 21, 100334
Pinheiro, F. L., Balland, P. A., Boschma, R., & Hartmann, D. (2022). The dark side of the geography of innovation: relatedness, complexity and regional inequality in Europe. Regional Studies, 1-16.
Pinheiro, F. L., Hartmann, D., Boschma, R., & Hidalgo, C. A. (2022). The time and frequency of unrelated diversification. Research Policy, 51(8), 104323.
Lyra, M. S., Damásio, B., Pinheiro, F. L., & Bacao, F. (2022). Fraud, corruption, and collusion in public procurement activities, a systematic literature review on data-driven methods. Applied Network Science, 7(1), 83.
Vasconcelos, V. V., Levin, S. A., & Pinheiro, F. L. (2019). Consensus and polarization in competing complex contagion processes. Journal of the Royal Society Interface, 16(155), 20190196.
Pinheiro, F. L., & Santos, F. P. (2018, July). Local Wealth Redistribution Promotes Cooperation in Multiagent Systems. In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (pp. 786-794).
Alshamsi, A., Pinheiro, F. L., & Hidalgo, C. A. (2018). Optimal diversification strategies in the networks of related products and of related research areas. Nature Communications, 9(1), 1328.
Pinheiro, F. L., Vasconcelos, V. V., Santos, F. C., & Pacheco, J. M. (2014). Evolution of all-or-none strategies in repeated public goods dilemmas. PLoS Computational Biology, 10(11), e1003945.
Pinheiro, F. L., Santos, M. D., Santos, F. C., & Pacheco, J. M. (2014). Origin of peer influence in social networks. Physical Review Letters, 112(9), 098702.