Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

 
 
Session Overview
Session
2.A: Heart Modelling - Surrogate Modelling
Time:
Wednesday, 04/Sept/2024:
1:00pm - 2:30pm

Chair I: Jack Lee
Chair II: Stephen Anthony Creamer
Location: 05.019

KII, Keplerstraße 17, Stuttgart 5th floor, Room no. 019

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Presentations
1:00pm - 1:15pm
2.A: 1

CANCELLED - High-speed real heart simulations using a neural network finite element approach

Shuti Motiwale, Michael S Sacks

University of Texas at Austin, United States of America



1:15pm - 1:30pm
2.A: 2

Adaptive reduced-order models for cardiac simulations

Sridhar Chellappa1, Barış Cansız2, Lihong Feng1, Peter Benner1, Michael Kaliske2

1Max Planck Institute for Dynamics of Complex Technical Systems, 39106 Magdeburg, Germany; 2Institute for Structural Analysis, Technische Universität Dresden, 01062 Dresden, Germany



1:30pm - 1:45pm
2.A: 3

Surrogate modeling of finite deformation hyperelasticity of human myocardial tissue

Osman Gültekin, Baris Cansiz, Ahmad Moeineddin, Michael Kaliske

Technische Universität Dresden, Germany



1:45pm - 2:00pm
2.A: 4

Bridging computational efficiency, sex differences, and clinical accuracy: Surrogate modeling in cardiotoxicity assessment

Alberto Zingaro1, Paula Dominguez1, Caterina Balzotti1, Laura Baldo1, Jazmin Aguado Sierra1, Mariano Vazquez1,2

1ELEM Biotech SL, Barcelona, Spain; 2Barcelona Supercomputing Center, Barcelona, Spain



2:00pm - 2:15pm
2.A: 5

Physiology-informed machine learning to guide heart failure diagnosis, prognosis, and treatment

Feng Gu, Brian Carlson, Filip Jezek, Daniel Beard

University of Michigan, United States of America



2:15pm - 2:30pm
2.A: 6

An experimental and modelling pipeline to develop metabolite-sensitive cardiac cross-bridge models

Julia H Musgrave1, June-Chiew Han1, Marie-Louise Ward2, Andrew J Taberner1,3, Kenneth Tran1

1Auckland Bioengineering Institute, University of Auckland, New Zealand; 2Department of Physiology, University of Auckland, New Zealand; 3Department of Engineering Science and Biomedical Engineering, University of Auckland, New Zealand



 
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