@article{directintervalpropagationmethodsusingneu, title = {Direct Interval Propagation Methods using Neural-Network Surrogates for Uncertainty Quantification in Physical Systems Surrogate Model}, author = {Ghifari Adam Faza and Jolan Wauters and Fabio Cuzzolin and Hans Hallez and David Moens}, year = {2026}, eprint = {2603.21308}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.21308}, }