Daraz, U. et al. 2026. Physics-Informed Deep Orthogonal Decomposition with Calibrated Uncertainty Quantification for Reduced-Order Modelling of Parametrized Partial Differential Equations. International Scientific Spectrum. (Sep. 2026), 1–31. DOI:https://doi.org/10.66972/iscis202618.