Mathematical Modelling of the Human Cardiovascular System

£84.00

Mathematical Modelling of the Human Cardiovascular System

Data, Numerical Approximation, Clinical Applications

Cardiovascular medicine Biomedical engineering Mathematical modelling Biology, life sciences Mathematical theory of computation

Authors: Alfio Quarteroni, Luca Dede', Andrea Manzoni, Christian Vergara

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Collection: Cambridge Monographs on Applied and Computational Mathematics

Language: English

Published by: Cambridge University Press

Published on: 9th May 2019

Format: LCP-protected ePub

Size: 11 Mb

ISBN: 9781108570534


Introduction

Mathematical and numerical modelling of the human cardiovascular system has attracted remarkable research interest due to its intrinsic mathematical difficulty and the increasing impact of cardiovascular diseases worldwide.

Scope of the Book

This book addresses the two principal components of the cardiovascular system: arterial circulation and heart function. It systematically describes all aspects of the problem, stating the basic physical principles, analysing the associated mathematical models that comprise PDE and ODE systems, reviewing sound and efficient numerical methods for their approximation, and simulating both benchmark problems and clinically inspired problems.

Challenges in Mathematical Modelling

Mathematical modelling itself imposes tremendous challenges, due to the amazing complexity of the cardiovascular system and the need for computational methods that are stable, reliable and efficient.

Final Part: Control and Inverse Problems

The final part is devoted to control and inverse problems, including parameter estimation, uncertainty quantification and the development of reduced-order models that are important when solving problems with high complexity, which would otherwise be out of reach.

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