On July 24, 2023, Leonardo Felipe dos Santos Scabini successfully defended his Ph.D. thesis "Patterns and randomness in networks for computer vision: from graphs to neural networks" and was awarded the title of Doctor of Applied Physics: Computational Physics from the University of São Paulo, Brazil. Leonardo was supervised by Odemir Bruno and Bernard De Baets.