4 - FAU MoD Lecture: Physics-Based and Data-Driven-Based Algorithms for the Simulation of the Heart Function/ClipID:48973 vorhergehender Clip

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Aufnahme Datum 2023-07-06

Zugang

Frei

Sprache

Englisch

Einrichtung

Friedrich-Alexander-Universität Erlangen-Nürnberg

Produzent

Friedrich-Alexander-Universität Erlangen-Nürnberg

Date: Thu. July 6, 2023
Event: FAU MoD Lecture
Organized by: FAU MoD, Research Center for Mathematics of Data at Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany)

FAU MoD Lecture: Physics-Based and Data-Driven-Based Algorithms for the Simulation of the Heart Function
Speaker: Prof. Dr. Alfio Quarteroni
Affiliation: Politecnico di Milano, Milan, Italy and Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland

Abstract. In this talk I will present a mathematical model that is suitable to simulate the cardiac function, thanks to its capability to describe the interaction between electrical, mechanical, and fluid-dynamical processes occurring in the heart.
The model comprises a system of nonlinear differential equations (either ordinary and partial) featuring a multi-physics and multi-scale nature. Efficient numerical strategies are devised to allow for the analysis of both heart function and dysfunction.These strategies rely on both classical physics-based numerical discretization methods and machine-learning algorithms, as well as on their interplay.

You can find the slides of this FAU MoD lecture at:

https://mod.fau.eu/fau-mod-lecture-physics-based-and-data-driven-based-algorithms-for-the-simulation-of-the-heart-function/

 

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