@article{improveduncertaintyquantificationin, title = {Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles}, author = {Pablo Flores and Olga Graf and Pavlos Protopapas and Karim Pichara}, year = {2025}, eprint = {2505.06459}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.06459v2}, }