Conference Agenda

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 Vazquez^1,2

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 Taberner^1,3, 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