With Hao Gao, Alan Lazarus and Dirk Husmeier,

An efficient, Bayesian optimisation-based framework for parameter inference in a cardiac mechanic model of the left ventricle. Our method converges to lower values of the objective functions considered and requires fewer invocations of the forward simulator than alternative state-of-the-art multi-step algorithms.