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…