Francesco Ballerini received his Master's degree in Artificial Intelligence in 2023 and is currently a PhD student in Computer Science and Engineering, both at the University of Bologna. His main research interests include the study of neural architectures aimed at processing neural fields, specifically those representing 3D data, with a focus on permutation symmetries and the effect of initialization on the input neural fields themselves.