Combining deep generative models with extreme value theory for synthetic hazard simulation: a multivariate and spatially coherent approach

Alison Peard, Jim Hall

Climate hazards can cause major disasters when they occur simultaneously as compound hazards. To understand the distribution of climate risk and inform adaptation policies, scienti…