Search Results for author: Martin R. Pfaller

Found 4 papers, 1 papers with code

Adaptive integration of history variables in constrained mixture models for organ-scale growth and remodeling

no code implementations15 Apr 2024 Amadeus M. Gebauer, Martin R. Pfaller, Jason M. Szafron, Wolfgang A. Wall

We propose two strategies to adaptively integrate history variables in constrained mixture models to enable large organ-scale simulations of G&R.

Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks

1 code implementation13 Mar 2023 Luca Pegolotti, Martin R. Pfaller, Natalia L. Rubio, Ke Ding, Rita Brugarolas Brufau, Eric Darve, Alison L. Marsden

Our numerical results demonstrate the accuracy and generalizability of our method in physiological geometries comprising a variety of anatomies and boundary conditions.

A homogenized constrained mixture model of cardiac growth and remodeling: Analyzing mechanobiological stability and reversal

no code implementations23 Mar 2022 Amadeus M. Gebauer, Martin R. Pfaller, Fabian A. Braeu, Christian J. Cyron, Wolfgang A. Wall

We propose a novel microstructure-motivated model that predicts organ-scale G&R in the heart based on the homogenized constrained mixture theory.

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