A simulation-based generative neural network estimates parameters and nonparametric spatial dependence for max-stable processes applied to precipitation maxima.
The parameters were fit on the three summer months over the years of 1931-2020
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ML 1years
2024 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Modeling Spatial Extremal Dependence of Precipitation Using Distributional Neural Networks
A simulation-based generative neural network estimates parameters and nonparametric spatial dependence for max-stable processes applied to precipitation maxima.