@article{CGM2024, title = {Leveraging interpolation models and error bounds for verifiable scientific machine learning}, journal = {Journal of Computational Physics}, volume = {524}, pages = {113726}, year = {2025}, issn = {0021-9991}, doi = {https://doi.org/10.1016/j.jcp.2025.113726}, url = {https://www.sciencedirect.com/science/article/pii/S0021999125000099}, author = {Tyler Chang and Andrew Gillette and Romit Maulik}, }