@article{goalorientedlearningofstochasticdifferen, title = {Goal-oriented learning of stochastic differential equations using error bounds on path-space observables}, author = {Joanna Zou and Han Cheng Lie and Youssef Marzouk}, year = {2026}, eprint = {2603.20467}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.20467}, }