@article{learningmanifoldanditdynamicswithbranche, title = {Learning Manifold and Itô Dynamics with Branched Neural Rough Differential Equations}, author = {Luke Thompson and Dai Shi and Lequan Lin and Junbin Gao and Andi Han}, year = {2026}, eprint = {2606.05272}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.05272}, }