@article{consistentgeometricdeeplearningviahilber, title = {Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves}, author = {Kartik Tandon and Julian Gould and Tanishq Bhatia and Francesca Dominici and Alejandro Ribeiro and Claudio Battiloro}, year = {2026}, eprint = {2605.06395}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.06395}, }