An Integrated DNN-FEA Approach for Inverse Identification of Passive, Heterogeneous Material Parameters of Left Ventricular Myocardium

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Authors: Zhuofan Li, Daniel H. Pak, James S. Duncan, Liang Liang, Minliang Liu
Cited by: 0

Abstract

Patient-specific finite element analysis (FEA) is a promising tool for noninvasive quantification of cardiac and vascular structural mechanics in vivo. However, inverse material property identification using FEA, which requir... | Find, read and cite all the research you need on Tech Science Press

Fields of Study & Subjects

Elasticity and Material Modeling Model Reduction and Neural Networks Cardiovascular Function and Risk Factors

Publication details

Journal / source
Computer Modeling in Engineering & Sciences
Volume
146
Issue
1
Pages
1–10
Publication date
1 January 2026
Language
EN