| Grant number: | 23/07661-4 |
| Support Opportunities: | Scholarships in Brazil - Scientific Initiation |
| Effective date (Start): | September 01, 2023 |
| Effective date (End): | August 31, 2025 |
| Field of knowledge: | Physical Sciences and Mathematics - Physics - Atomic and Molecular Physics |
| Principal Investigator: | Felipe Fernandes Fanchini |
| Grantee: | João Victor Shiguetsugo Kawanami Lima |
| Host Institution: | Faculdade de Ciências (FC). Universidade Estadual Paulista (UNESP). Campus de Bauru. Bauru , SP, Brazil |
Abstract With a focus on the study of open quantum systems and non-Markovian models, this research project aims to utilize machine learning techniques to explore and quantify the non-Markovianity of these systems. We will investigate the application of classical machine learning techniques in order to measure the degree of non-Markovianity of a process. In parallel, an in-depth study of quantum machine learning techniques will be conducted, with the intention of implementing them to further enhance the analysis of non-Markovianity. | |
| News published in Agência FAPESP Newsletter about the scholarship: | |
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