3 papers
stat.AP2024
Exploring natural variation in tendon constitutive parameters via Bayesian data selection and mixed effects models
James Casey, Jessica Forsyth, Timothy Waite +2
Combining microstructural mechanical models with experimental data enhances our understanding of the mechanics of soft tissue, such as tendons. In previous work, a Bayesian framewo…
stat.ME2022
Unlabelled landmark matching via Bayesian data selection, and application to cell matching across imaging modalities
Jessica E. Forsyth, Ali H. Al-Anbaki, Berenika Plusa +1
We consider the problem of landmark matching between two unlabelled point sets, in particular where the number of points in each cloud may differ, and where points in each cloud ma…
stat.CO2019
Transport map accelerated adaptive importance sampling, and application to inverse problems arising from multiscale stochastic reaction networks
Simon L. Cotter, Ioannis G. Kevrekidis, Paul Russell
In many applications, Bayesian inverse problems can give rise to probability distributions which contain complexities due to the Hessian varying greatly across parameter space. Thi…