research
∙
06/02/2023
The Fisher Geometry and Geodesics of the Multivariate Normals, without Differential Geometry
Choosing the Fisher information as the metric tensor for a Riemannian ma...
share
research
∙
03/21/2023
Formulae for mixed moments of Wiener processes and a stochastic area integral
This paper deals with the expectation of monomials with respect to the s...
research
∙
03/29/2022
Analysis of sloppiness in model simulations: unveiling parameter uncertainty when mathematical models are fitted to data
This work introduces a Bayesian approach to assess the sensitivity of mo...
research
∙
11/24/2021
Parameter estimation and uncertainty quantification using information geometry
In this work we: (1) review likelihood-based inference for parameter est...
research
∙
02/04/2021
The use of a time-fractional transport model for performing computational homogenisation of 2D heterogeneous media exhibiting memory effects
In this work, a two-dimensional time-fractional subdiffusion model is de...
research
∙
12/10/2020
Homogenisation for the monodomain model in the presence of microscopic fibrotic structures
Computational models in cardiac electrophysiology are notorious for long...
research
∙
05/10/2020