This repository houses the code for comparing global sensitivity analysis (GSA) performed on direct simulations obtained from running physics-based cardiovascular models versus on outputs of emulators trained on the direct simulations.
The goal is to, for the first time, systematically characterise differences in GSA results based on the choice of using the simulators or emulators under various conditions.
The project is part of the CVD-Net research programme, run in collaboration between The Alan Turing Institute, Imperial College London, University of Sheffield and University of Nottingham.
From source:
git clone https://github.com/alan-turing-institute/comparative-gsa
cd comparative-gsa
python -m pip install .See CONTRIBUTING.md for instructions on how to contribute.
Distributed under the terms of the MIT license.