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

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

13 March 2023

Martin R. Pfaller

Natalia L. Rubio

Rita Brugarolas Brufau

Alison L. Marsden

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

10 / 10 papers shown

Title
Simulation-based Inference for Cardiovascular Models Antoine Wehenkel Laura Manduchi Jens Behrmann Guillermo Sapiro Andrew C. Miller Marco Cuturi Ozan Sener Marco Cuturi J. Jacobsen 88 8 0 31 Dec 2024
Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets Seungyeon Kim Wheesung Lee Sung-Ho Ahn Do-Eun Lee Tae-Rin Lee GNN 60 0 0 27 Nov 2024
Mesh-Informed Reduced Order Models for Aneurysm Rupture Risk Prediction Giuseppe Alessio DÍnverno Saeid Moradizadeh Sajad Salavatidezfouli Pasquale Claudio Africa G. Rozza AI4CE 31 0 0 04 Oct 2024
Shape-informed surrogate models based on signed distance function domain encoding L. Zhang S. Pagani Jun Zhang Francesco Regazzoni AI4CE 29 1 0 19 Sep 2024
Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology Matteo Salvador Alison L. Marsden AI4CE 27 1 0 19 Aug 2024
Image2Flow: A hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data Tina Yao E. Pajaziti Michael Quail Silvia Schievano J. Steeden V. Muthurangu MedIm 16 2 0 28 Feb 2024
Branched Latent Neural Maps M. Salvador Alison Lesley Marsden 25 4 0 04 Aug 2023
Deep Learning-based surrogate models for parametrized PDEs: handling geometric variability through graph neural networks N. R. Franco S. Fresca Filippo Tombari Andrea Manzoni AI4CE 19 16 0 03 Aug 2023
A graph convolutional autoencoder approach to model order reduction for parametrized PDEs F. Pichi B. Moya J. Hesthaven AI4CE 25 51 0 15 May 2023
A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction Fanwei Kong N. Wilson S. Shadden MedIm AI4CE 32 77 0 16 Feb 2021