MrIsaac Hayden

My research focuses on applying computational statistics to solve problems in biomedical sciences. I am motivated by the possibility of modern statistical machine learning methods to improve or complement traditional approaches, particularly in scenarios requiring interpretability and uncertainty quantification. My current work uses Bayesian nonparametrics for multifidelity modelling and experimental design, with applications to cross-species extrapolation in cardiac safety assessments.