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Universidade de São Paulo (USP). Instituto de Física de São Carlos (IFSC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Masters degree in progress in Computer Science and Computational Mathematics at ICMCUSP, including a research internship abroad at Ghent University, Belgium (UGent). Holds a Bachelor's degree in Computer Engineering from UTFPR, with experience as a volunteer teaching assistant in Analytic Geometry and Linear Algebra, and participation in two undergraduate research projects. My main areas of interest include graph neural networks, complex networks, network automata, time series forecasting, metaheuristics, and combinatorial optimization problems. (Source: Lattes Curriculum)
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The theory of Complex Networks enables the study and understanding of non-linear phenomena from varied domains such as biochemistry, social interactions and the Internet. Additionally, Network Automata are formalisms that adapts the logic of a cellular automaton for the non-regular tessellation of networks, having been used efficiently for the characterization of complex networks through …
The objective of this project is to train the candidate in the analysis of cellular automata for networks (i.e. network automata, NAs). The project will be developed in the research group of Prof. Dr. Jan M. Baetens, installed at Ghent University. In this research group, the candidate will implement a rule space exploration approach based on stochastic gradient descent, and analyze the ef…
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