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VIDS-Seg reveals that OOD-aware uncertainty quantification can effectively flag silent failures in pediatric cardiac segmentation without the need for retraining on specialized data.
A structured coarse space can dramatically improve the efficiency of solving complex fluid dynamics equations on exascale systems, outperforming traditional AMG methods.
