Generative diffusion for regional surrogate models from sea‐ice simulations
We introduce deep generative diffusion for multivariate and regional surrogate modeling
learned from sea‐ice simulations. Given initial conditions and atmospheric forcings, the …
learned from sea‐ice simulations. Given initial conditions and atmospheric forcings, the …
Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology
In this study, we investigate the fully multivariate state and parameter estimation through
idealised simulations of a dynamics-only model that uses the novel Maxwell elasto-brittle …
idealised simulations of a dynamics-only model that uses the novel Maxwell elasto-brittle …
Single-column model to global reconstruction: theory, nuance, and applications in sea ice data assimilation
M Wieringa - 2024 - search.proquest.com
The assimilation of sea ice observations into numerical sea ice and climate models has
garnered increasing interest in the last decade. Appropriately constraining estimates of sea …
garnered increasing interest in the last decade. Appropriately constraining estimates of sea …