open quantum walks
quantum channels
quantum Markov chains
matrix-valued orthogonal polynomials
Markov chains
Lindblad generators
Quantum Markov chains on the line: matrix orthogonal polynomials, spectral measures and their statistics (2023, with Manuel D. de la Iglesia and Carlos F. Lardizabal) arxiv journal
Site recurrence for continuous-time open quantum walks on the line (2023) arxiv journal
Continuous-time open quantum walks in one dimension: matrix-valued orthogonal polynomials and Lindblad generators (2024) arxiv journal
Open quantum jump chain for a class of continuous-time open quantum walks (2024) journal
A New Siamese Network Loss for Cattle Facial Recognition in a Few-Shot Learning Scenario (2024, with João Porto, Gabriel Higa, Vanessa Weber, Fabrício Weber, Pietro Claure. Leonardo de Almeida, Karla Porto, Hemerson Pistori) journal
Bulldogs Nose Detection using Deep Learning (2025, with Joyce Katiuccia Medeiros Ramos Carvalho, Pedro Henrique Neves da Silva, Sandra Adriana Uhry, Gustavo da Silva Andrade. Gisele Braziliano de Andrade, Hemerson Pistori) journal
Types of Markov random fields in deep learning: A review. (2025, with J. V. A Porto, K. R. A. Porto, J. S. Souza, H. Pistori) journal
Recurrence criteria for reducible homogeneous open quantum walks on the line and on the grid journal
Exponential Decay for Continuous-time Open Quantum Walks (VII WECIQ, Rio de Janeiro, Brazil) Access
Recorrência de Cadeias de Markov Quânticas (VII WECIQ, Rio de Janeiro, Brazil) Access
Incorporating Random Walks into Deep Learning Architectures (1st IEEE International Conference on Crisp&Soft Computing in AI, Modelling and Control, Hungary) Access
Balanceamento de Passeios Aleatórios Quânticos Abertos (UFRGS, 2025)
Passeios Aleatórios: do bêbado ao quântico (UFMS, 2023)