@article{koopmaninvariantsasdriversofemergenttime, title = {Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures}, author = {Pablo Ruiz-Morales and Dries Vanoost and Davy Pissoort and Mathias Verbeke}, year = {2025}, eprint = {2511.09783}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.09783}, }