Likelihood-informed dimension reduction across tempered Bayesian posteriors

Arne Bouillon, Oliver R. A. Dunbar

Scientific computer simulations cannot represent all scales in realistic applications. To bridge this model-data gap, parameters are injected into models and constrained with noisy…