Statistical Emulation

Graph Neural Network

• Physics-informed Graph Neural Network for emulating left ventricular dynamics in diastole

• Data driven Graph Neural Network for emulating left ventricular dynamics in diastole

Gaussian Process

• Uncertainty quantification in myocardial passive mechanics

• Gaussian process in Cardiac Mechanics: I

• Gaussian process in Cardiac Mechanics: II

Cardiac Modelling

LV model construction and personalization

• GlasgowHeart

• Bayesian Optimization for passive myocardial parameter estimation

• LV geometry prediction using Neural Networks

Growth and Remodelling

• Updated Lagrangian constrained mixture Model of myocardial growth and remodelling

Fibre dispersion

• Dispersed fibre model in myocardial mechanics: II

• Discrete fibre dispersion in myocardium: I

• Hybrid myocyte active contraction model

Fluid Structure Interaction using Immersed Boundary Methods