Uncertainty QuantificationWe study the enumeration of graph orientations under local degree constraints. Given a finite graph $G = (V, E)$ and a family of admissible sets ${\mathsf P_v \subseteq \mathbb{Z} : v \in V}$, let $…Related Papers:Counting degree-constrained orientationsInterpretable Uncertainty Quantification in AI for HEPProbabilistic neural networks for fluid flow surrogate modeling and data recoveryA Modular Deep Learning Pipeline for Galaxy-Scale Strong Gravitational Lens Detection and ModelingShare on Twitter Facebook Google+ LinkedIn Previous Next