Abstract: Abstract. This article presents a novel deep learning framework for estimating multivariate joint extremes of metocean variables, based on the semi-parametric angular–radial (SPAR) model. When considered in polar coordinates, ...

Abstract: This paper presents the application of a new multivariate extreme value model for the estimation of metocean variables. The model requires fewer assumptions about the forms of the marginal distributions and dependence ...