2 citations · 2 across the 3 of their papers we have counts for
3 papers
Fast Parameter Inference in a Biomechanical Model of the Left Ventricle using Statistical Emulation
Vinny Davies, Umberto Noè, Alan Lazarus +5
A central problem in biomechanical studies of personalised human left ventricular (LV) modelling is estimating the material properties and biophysical parameters from in-vivo clini…
MCMC methods for inference in a mathematical model of pulmonary circulation
L. Mihaela Paun, M. Umar Qureshi, Mitchel Colebank +4
This study performs parameter inference in a partial differential equations system of pulmonary circulation. We use a fluid dynamics network model that takes selected parameter val…
Targeting Bayes factors with direct-path non-equilibrium thermodynamic integration
Marco Grzegorczyk, Andrej Aderhold, Dirk Husmeier
Thermodynamic integration (TI) for computing marginal likelihoods is based on an inverse annealing path from the prior to the posterior distribution. In many cases, the resulting e…