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20222026
most citedStatistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification

1 citations · 1 across the 3 of their papers we have counts for

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cs.LG2025

Multidimensional Distributional Neural Network Output Demonstrated in Super-Resolution of Surface Wind Speed

Harrison J. Goldwyn, Mitchell Krock, Johann Rudi +2

Accurate quantification of uncertainty in neural network predictions remains a central challenge for scientific applications involving high-dimensional, correlated data. While exis…