CV Lattes
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Universidade Estadual de Campinas (UNICAMP). Instituto de Computação (IC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
I am a physicist with a comprehensive educational background, including a Bachelor's degree from the Federal University of Viçosa and both a Master's and Ph.D. from the Federal University of Minas Gerais. I have specialized in Statistical Physics and Thermodynamics, focusing primarily on Phase Transitions and Computational Simulation. Additionally, I possess skills in machine learning, which allows me to apply modern data analysis techniques to complex problems in physics. I have hands-on experience with Monte Carlo Simulation methods and a deep theoretical understanding of concepts such as EPD Zeros, Fisher Zeros, and MGF Zeros. (Source: Lattes Curriculum)
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This postdoc project is focused on enhancing the capabilities of scientific computation by integrating machine learning (ML) techniques. Our primary objective is to leverage ML algorithms to refine scientific computational models, enabling a better understanding and prediction of complex systems and processes. The proposed work includes designing novel ML-informed algorithms, integrating …
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