Gianluigi ROZZA

Professor in Numerical Analysis, SISSA, Mathematics Area, mathLab, International School for Advanced Studies
Scuola Internazionale Superiore di Studi Avanzati, Trieste, ITALY

Mathematical modelling and Numerical Simulation of the Cardiovascular System: data, artificial intelligence and digital twin

Host: S. Zacchigna

We do introduce approaches for mathematical modelling and numerical simulation

for cardiovascular systems based on data assimilation, inverse problems, flow controol

as well as artificial intelligence, towards “human” digital twins. T

he cardiovascular system is a very complex system to be simulated: clinical data

are playing a very important and crucial role, as well as geometry reconstruction.

Advances in computational sciences are more and more integrating complex

parametric simulations thanks to model order reduction, even allowing real time

computing, as well as automatic learning.


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