amir-cardiolab
Amirhossein Arzani. Assistant Professor, University of Utah. The codes here are produced by me and a team of great students!
Pinned Repositories
BL-PINN
Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation
cardio-data-driven
Data-driven cardiovascular flow modeling: examples and opportunities
ensemble-PINN-inverse
Ensembe PINN for improved inverse modeling
Nonlinear-dimensionality-reduction
PINN-examples
Examples implementing physics-informed neural networks (PINN) in Pytorch
PINN-wss
PINN for obtaining WSS from sparse data
PINN_multiphysics_multifidelity
Plaque_image_processing
Matlab software for semi-automated quantitative analysis of coronary artery vulnerable plaque biomarkers from CTA image data
Py4SciComp
Python for Scientific Computing (FEniCS, PyTorch, VTK)
valve-growth
amir-cardiolab's Repositories
amir-cardiolab/Py4SciComp
Python for Scientific Computing (FEniCS, PyTorch, VTK)
amir-cardiolab/PINN-wss
PINN for obtaining WSS from sparse data
amir-cardiolab/PINN-examples
Examples implementing physics-informed neural networks (PINN) in Pytorch
amir-cardiolab/PINN_multiphysics_multifidelity
amir-cardiolab/BL-PINN
Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation
amir-cardiolab/cardio-data-driven
Data-driven cardiovascular flow modeling: examples and opportunities
amir-cardiolab/Nonlinear-dimensionality-reduction
amir-cardiolab/valve-growth
amir-cardiolab/ensemble-PINN-inverse
Ensembe PINN for improved inverse modeling
amir-cardiolab/Plaque_image_processing
Matlab software for semi-automated quantitative analysis of coronary artery vulnerable plaque biomarkers from CTA image data
amir-cardiolab/Biotransport_FEniCS
Advection-diffusion-reaction mass transport FEniCS codes for solving various biochemicals/cells in blood flow and atherosclerosis
amir-cardiolab/ML_4Dflow
Machine learning methods for improving corrupt 4D flow data
amir-cardiolab/XAI_FDA
Interpretable operator learning and posthoc/by-design XAI
amir-cardiolab/Inverse-BC-PINN-Framework
BC-PINN - Solving inverse problems with pressure data
amir-cardiolab/Multiscale_disease_growth
Multiscale modeling of cardiovascular disease growth coupling organ-scale mechanics and cell-scale biology
amir-cardiolab/Multiscale_mechanobiology_GR
amir-cardiolab/DMD_DA_blood_flow