Peer-reviewed articles

Computational Modeling of a Star: A Theoretical and Numerical Approach (pt-br)

Revista Brasileira de Ensino de Física · 2025

Theoretical and numerical modeling (with implementation in Python) of a static, non-magnetic star.

Generalization to d-dimensions of a fermionic path integral for exact enumeration of polygons on hypercubic lattices

Scientific Reports (Nature) · 2024 · with collaborators

Extension of a fermionic path integral formalism for enumerating polygons to arbitrary dimensions.

The limb darkening via transit modeling and Bayesian inference (pt-br)

Revista Brasileira de Ensino de Física · 2022 · with collaborators

Study of stellar limb darkening coefficients via transit modeling and Bayesian parameter estimation.

Submitted / in preparation

Geometric Analysis of the Stabilizer Polytope for Few-Qubit Systems

Submitted to Physics Letters A

Investigation of the geometry of the stabilizer polytope in few-qubit quantum systems, using the trace distance to the stabilizer set to quantify non-stabilizerness.

A ML and NN Approach to Flood Forecasting in the Wupper River.

Submitted to Anais da Academia Brasileira de Ciências

Application and comparison of machine learning and neural networks for flood forecasting in the Wupper River basin in Germany.

Conference contributions & proceedings

Topological Machine Learning for Predicting Spatiotemporal Evolution in 1D Magnetohydrodynamics – XXXIX EFNNE, Poster Presentation

XXXIX Encontro de Física do Norte e Nordeste (EFNNE) · 2025 · GitHub Project

Topological Data Analysis for Gravitational Wave Detection under Low Signal-to-Noise Ratios – 4th DSML, Poster Presentation

4th School on Data Science and Machine Learning (DSML) · 2025 · GitHub Project

Unsupervised Topological and Contrastive Representation Learning for Galaxy Morphological Analysis – XLVIII RASAB, Oral Presentation

XLVIII Reunião Anual da Sociedade Astronômica Brasileira (RASAB) · 2025 · GitHub Project

Topological Data Analysis Applied to Complex Systems – Complex Networks beyond Pairwise Interactions, Oral Presentation

Complex Networks beyond Pairwise Interactions: From Theory to Applications · 2025 · YouTube Video

Analysis of the period-luminosity relation for Cepheids – XLVII RASAB, Oral Presentation

XLVII Reunião Anual da Sociedade Astronômica Brasileira (RASAB) · 2024 · Proceedings | GitHub Project