A hybrid neural ordinary differential equation model of the cardiovascular system
Author:
Affiliation:
1. Department of Mechanical Engineering, University College London, WC1E 6BT London, UK
2. Department of Physics, University of Aberdeen, AB24 3FX Aberdeen, UK
3. Department of Computer Science, University College London, WC1E 6BT London, UK
Abstract
Funder
Engineering and Physical Sciences Research Council
Publisher
The Royal Society
Link
https://royalsocietypublishing.org/doi/pdf/10.1098/rsif.2023.0710
Reference37 articles.
1. Incorporating Autoregulatory Mechanisms of the Cardiovascular System in Three-Dimensional Finite Element Models of Arterial Blood Flow
2. Laminar structure of the heart: a mathematical model
3. Verification of a one-dimensional finite element method for modeling blood flow in the cardiovascular system incorporating a viscoelastic wall model
4. Simulation of steady cardiovascular flow in the presence of stenosis using a finite element method
5. A brief history of arterial wave mechanics
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1. Robust parameter estimation and identifiability analysis with Hybrid Neural Ordinary Differential Equations in Computational Biology;2024-06-06
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