2 papers
stat.AP2025
Sequential Design for the Efficient Estimation of Offshore Structure Failure Probability
Matthew Speers, Jonathan Angus Tawn, Philip Jonathan
Estimation of the failure probability of offshore structures exposed to extreme ocean environments is critical to their safe design and operation. The conditional density of the en…
stat.ML2025
Deep learning joint extremes of metocean variables using the SPAR model
Ed Mackay, Callum Murphy-Barltrop, Jordan Richards +1
This paper presents a novel deep learning framework for estimating multivariate joint extremes of metocean variables, based on the Semi-Parametric Angular-Radial (SPAR) model. When…