Projects per year
Personal profile
Biography
João Pedro Carvalho received his MSc in Electrical and Computer Engineer from FCT/UNL (Portugal) in 2017, finishing in the top 1% of the students graduating in that year, and his PhD in Electrical and Computer Engineer in 2021. He has been working in the Aerial Robotics Research and Development field since 2016. He received Best Paper Award ¿UAV downwash dynamic texture features for terrain classification on autonomous navigation¿, in a prestigious IEEE conference in 2018. He is currently an Assistant Professor with the Universidade Lusófona de Humanidades e Tecnologias, Lisbon.
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):
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Collaborations and top research areas from the last five years
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Projects
- 3 Active
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ANTIDOTE: AI Attack and Defense for the Smart Healthcare
Beko, M. (Researcher), Tomic, S. (Researcher), CAMPOS, L. M. S. D. C. (PI), CARVALHO, J. P. L. A. D. M. (Researcher) & VELHO, I. R. F. (Researcher)
1/01/25 → 31/12/28
Project: Research
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AIDiAL: AIDiAL: an intelligent chatbot to explore new literacies in the age of algorithms and AI
PITA, M. A. M. (PI), CARVALHO, J. P. L. A. D. M. (Researcher), ALVES, S. C. R. F. L. (Researcher), Cabral, J. M. B. R. D. A. (Researcher), Cândido, F. (Researcher), Porayska-Pomsta , K. (Researcher) & Santos, M. (Project Manager)
1/01/24 → 31/10/25
Project: Research
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REMARKABLE: Rural Environmental Monitoring via ultra wide-ARea networKs And distriButed federated Learning
Beko, M. (Researcher), Tomic, S. (Researcher), CARVALHO, J. P. L. A. D. M. (Researcher), ARACHCHILAGE, D. N. K. J. (Researcher) & Tomic, R. (Project Manager)
1/01/23 → 31/12/26
Project: Research
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DeepSeek-V3, GPT-4, Phi-4, and LLaMA-3.3 Generate Correct Code for LoRaWAN-Related Engineering Tasks
Fernandes, D., Matos-Carvalho, J. P., Fernandes, C. M. & Fachada, N., Apr 2025, In: Electronics (Switzerland). 14, 7, 1428.Research output: Contribution to journal › Article › peer-review
Open Access -
lpGBT: Low-Power Radiation-Hard Multipurpose High-Speed Transceiver ASIC for High-Energy Physics Experiments
Moreira, P., Kulis, S., Baron, S., Biereigel, S., Mendes, E. B. D. S., Matos-Carvalho, J. P., Faes, B., Firlej, M., Fiutowski, T., Fonseca, J., Francisco, R., Gong, D., Guettouche, N., Gui, P., Guo, D., Montesinos, D. H., Idzik, M., Kremastiotis, I., Kugathasan, T. & Leitao, P. & 14 others, , 2025, In: IEEE Transactions on Nuclear Science. 72, 1, p. 24-37 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants
Stefenon, S. F., Seman, L. O., Yamaguchi, C. K., Coelho, L. D. S., Mariani, V. C., Matos-Carvalho, J. P. & Leithardt, V. R. Q., 2025, In: IEEE Access. 13, p. 54853-54865 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Text clustering with large language model embeddings
Petukhova, A., Matos-Carvalho, J. P. & Fachada, N., Dec 2025, In: International Journal of Cognitive Computing in Engineering. 6, p. 100-108 9 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
Adaptive Simulation of Separate Factors in the Alexandridis Wildfire Model
Papageorgiou, I., Fachada, N., Avlonitis, M. & Matos-Carvalho, J. P., 5 Jul 2024, Proceedings - 8th International Young Engineers Forum on Electrical and Computer Engineering, YEF-ECE 2024. Institute of Electrical and Electronics Engineers Inc., p. 31-38 8 p. (2024 8th International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review