1. Physics-informed Transformers for Electronic Quantum States, arXiv:2412.12248, 2024.
    With Michael Perle and Mathias S. Scheurer.

  2. Fractionalized Altermagnets: from neighboring and altermagnetic spin-liquids to fractionalized spin-orbit coupling, arXiv:2410.10949, 2024.
    With Subrata Mandal and Mathias S. Scheurer.

  3. Machine learning the microscopic form of nematic order in twisted double-bilayer graphene. Nat Commun 14, 5012, 2023.
    With Stefan Obernauer, Simon Turkel, Abhay N. Pasupathy and Mathias S. Scheurer.

    • Data and source code can found in this GitHub repository.
    • See this post on phys.org/dialog for an overview to a general audience.

  4. Noncoplanar magnetic orders and gapless chiral spin liquid on the kagome lattice with staggered scalar spin chirality. SciPost Physics, v. 13, p. 050, 2022.
    With Fabrizio Oliviero, Eric C. Andrade and Rodrigo G. Pereira.

    • The gif of the continuous phase transition between cuboc-2 and cuboc-1 phases seen from the perspective of the spins in the magnetic unit cell can be seen in this link.

Poster presentations and talks

  1. Physics-Informed transformers for electronic quantum states, Generative models for classical and quantum matter (CECAM), December 3, 2024 (Slides).
  2. Machine Learning the Microscopic Form of Nematic Order in twisted double-bilayer graphene, Journal Club for Quantum Physics and Machine Learning - ultracold.org, June 27, 2023 (Slides).
  3. Noncoplanar magnetism and gapless chiral spin liquid on the kagome lattice, Solid State Seminar - Universität Innsbruck, May 11, 2022 (Slides).

Misc

  1. Investigating spin liquids via projected wavefunctions, 2022, Master's Thesis, Universidade de São Paulo. Advisor: Eric C. Andrade.

  2. Three-body problem with relativistic corrections (McGill Physics Hackathon 2021).
    With F. Fontinele, P.H. Cintra, I. Reis and V. Dantas.

  3. Decay of accelerated fermions, Unruh Effect and applications in the semi-classical regime, 2019, Bachelor's thesis (PT-BR), Universidade de Brasília. Advisor: C. A. S. Maia.

  4. The Schrödinger Equation Written in the Second Quantization Formalism: Derivation from First Principles, 2020. In: Valentino A. Simpao; Hunter C. Little. (Org.). Understanding the Schrödinger Equation: Some [Non]Linear Perspectives. 1ed. New York: Nova Science Publishers, Inc., v. 2, p. 19-36.
    With L.S.F. Olavo and M. Ferreira.

Teaching Experience

  1. (Summer Semester 2025) "Quantum Field Theory", lectured by Prof. Mathias Scheurer at the University of Stuttgart.
  2. (Summer Semester 2025) "Hauptseminar on Physics and Machine Learning", co-advising short project on Auto-regressive Sampling for Quantum Many-Body States (organized by Prof. Mathias Scheurer, Prof. Thomas Speck and Prof. Christian Holm at the University of Stuttgart).
  3. (Winter Semester 2024/2025) "Fortgeschrittene Quantentheorie", lectured by Prof. Mathias Scheurer at the University of Stuttgart.
  4. (Summer Semester 2024) "Quantum Field Theory", lectured by Prof. Mathias Scheurer at the University of Stuttgart.
  5. (Summer Semester 2024) "Hauptseminar on Moiré Materials and Magnetism", co-advising short project on Wannier Obstructions (organized by Prof. Mathias Scheurer and Prof. Maria Daghofer at the University of Stuttgart).
  6. (Winter Semester 2023/2024) "Advanced Quantum Theory", lectured by Prof. Mathias Scheurer at the University of Stuttgart.
  7. (1st semester of 2021) "Introduction to Computational Physics", lectured by Prof. Francisco Castilho Alcaraz at the University of São Paulo, São Carlos.
  8. (2nd semester of 2018) "Methods of Experimental Physics", lectured by Prof. Alexandra Mocellin at the University of Brasília.
  9. (1st semester of 2018) "Laboratory of Oscillations, Waves and Fluids", lectured by Prof. Alexandra Mocellin at the University of Brasília.
  10. (2nd semester of 2017) "Waves, Optics and Thermodynamics", lectured by Prof. Clovis Achy Soares Maia at the University of Brasília.
  11. (2nd semester of 2017) "Computational Methods A", lectured by Prof. Luiz Antonio Ribeiro Junior at the University of Brasília.
  12. (1st semester of 2017) "Laboratory of Mechanics", lectured by Prof. Júnio Marcio Rosa Cruz at the University of Brasília.
  13. (1st semester of 2016) "Calculus 1", lectured by different Professors, organized by Prof. Guy Grebot at the University of Brasília.