Pedro Marcelo Prado in research grants and scholarships supported by FAPESP.
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The objective of this study is to analyze how quantum algorithms can be used to enhance optimization and machine learning. We will explore how these algorithms operate in open quantum systems and how they can be combined with traditional machine learning methods to improve their outcomes. Furthermore, we will investigate how quantum algorithms can be applied in simpler scenarios of open q…
The study of the quantum phase transitions is an aspect of great interest in the scientific community.Despite the enormous efforts to detect the transitions and classify the phases, this is still a major problem today, given the computational effort required in the diagonalization of high dimension matrices. Our goal, in this sense, is to understand how Machine Learning (ML) techniques ca…
| 1 / 1 | Ongoing scholarships in Brazil |
| 1 / 1 | Completed scholarships in Brazil |
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