Fredson Silva De Souza Aguiar
Email • MsC in Applied Mathematics and Data Science, FGV (EMAp)
Optimal Control Theory and its applications
Internship
University of Sorbonne Paris Nord
Host: Enrique Zuazua
Room 03.311 | FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship
Friedrich-Alexander-Universität Erlangen-Nürnberg
Naturwissenschaftliche Fakultät. Department Mathematik
ORCID | Google Scholar
Personal site | LinkedIn
I hold a Master’s degree in Applied Mathematics and Data Science from the School of Applied Mathematics at FGV (EMAp), Brazil.
Currently, I am a second-year Master’s (M2) student in the Mathematics of Data program at the University of Sorbonne Paris Nord’s Graduate School of Math & Computer Science.
I am in an internship at FAU DCN-AvH, the Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at Friedrich-Alexander-Universität Erlangen-Nürnberg, Bavaria (Germany).
My research interests lie at the intersection of Optimal Control Theory and its applications, particularly within the fields of Epidemiology and Machine Learning.
Research interests
My research interests lie at the intersection of Optimal Control Theory and its applications, particularly within the fields of
• Epidemiology,
• Machine Learning
Projects
Publications
2026
- Aguiar FSS, Aronna MS (2026). From uncontrolled to controlled predictions: A learning-based model predictive control framework with an state predictor for epidemic mitigation under dynamics and parametric …. FGV EMAp, 556(1), 19. https://hdl.handle.net/10438/37618
2025
- Aguiar FSS, Aronna MS (2025). A learning-based model predictive control framework with a state observer for epidemic mitigation. Proc. Ser. Braz. Soc. Comput. Appl. Math., 11(1), pp. 1-2. https://proceedings.sbmac.emnuvens.com.br/sbmac/article/view/4896
2021
- Oliveira H Gonçalo, Aguiar FSS, Rademaker A (2021). On the Utility of Word Embeddings for Enriching OpenWordNet-PT. 3rd Conference on Language, Data and Knowledge (LDK 2021), 21(13), 1-21. https://doi.org/10.4230/oasics.ldk.2021.21
