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You can find a complete list of my publications on Google Scholar and ORCID.

Machine learning to study cold atoms (2023-present)

Machine learning is a powerful technique that can be used in many fields of physics. In this project, we apply ML to learn and extract physical parameters from cold-atom experiments.

At the lab of Ian Spielman, we prepare atomic clouds of potassium-39 in temperatures of a few mKs. After taking fluorescence and absorption measurements, we trained various ML models to extract physical properties from the non-destructive fluorescence images.

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Quantum continuous measurement and feedback (2021-present)

Quantum technologies rely on measurement and feedback of quantum systems. One important framework is the continuous measurement described by successive weak measurements. Here, we derived a Quantum Fokker-Planck Master Equation (QFPME) [PRL 2022] for the evolution of the density matrix and the measurement outcome.

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The QFPME can be used to study continuous feedback in quantum systems. Analytical results were derived for the cooling of a quantum harmonic oscillator [PRE 2025], and the characterization of a Maxwell's demon-like protocol to study the quantum-to-classical transition [PRR 2024].

Maxwell's equations in 2+1 dimensions (2018-2020)

In physics, a lot of systems behave differently depending on the dimension of the space where they live. Here we investigated how the Maxwell's equations change in 2+1 dimensions [Rev. Bras. Ens. Fis. 2020] with special consideration for the form of retarded potentials and dipole radiation.

 

The main differences from 3+1 dimensions arises because the wave equations behave differently in even/odd dimensions. This can be seen from the Green's function method.

Thermalization of quantum systems (2017-2018)

Studied of the foundations of thermodynamics and thermostatistics. Extended Jaynes-Cummings model for thermalization dynamics and to test the thermodynamics of negative temperatures.

Developed a microscopic model for thermalization based on quantum quenches and unitary evolutions.

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