@article{physicsawarelearnabilityfromsettheoretic, title = {Physics-Aware Learnability: From Set-Theoretic Independence to Operational Constraints}, author = {Jeongho Bang and Kyoungho Cho}, year = {2026}, eprint = {2603.00417}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.00417}, }