Degree in Physics Education (2020 - 2023) from São Paulo State University "Júlio de Mesquita Filho" - UNESP - Campus Bauru. Served as a Fapesp scholarship holder for Scientific Initiation (2021 - 2023) with the research project titled "Machine Learning and Quantum Phase Transition", focusing on the applicability of machine learning methods in classifying and detecting quantum phases. Currently pursuing a master's degree in Materials Science and Technology at the Graduate Program in Science and Technology of Materials (FC - Unesp). (Source: Lattes Curriculum)
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The study of quantum phase transitions is an aspect of great interest in the scientific community. Despite the efforts to detect the transitions and classify the phases, currently, this is still an enormous problem given the computational effort required in the diagonalization of high-dimensional matrices. Our goal, in this sense, is to understand how Machine Learning (ML) techniques can …
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