amir-cardiolab Goto Github PK
Type: User
Bio: Amirhossein Arzani. Assistant Professor, University of Utah. The codes here are produced by me and a team of great students!
amir-cardiolab's Projects
biotransport_fenics
Advection-diffusion-reaction mass transport FEniCS codes for solving various biochemicals/cells in blood flow and atherosclerosis
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
dmd_da_blood_flow
ensemble-pinn-inverse
Ensembe PINN for improved inverse modeling
inverse-bc-pinn-framework
BC-PINN - Solving inverse problems with pressure data
ml_4dflow
Machine learning methods for improving corrupt 4D flow data
multiscale_disease_growth
Multiscale modeling of cardiovascular disease growth coupling organ-scale mechanics and cell-scale biology
multiscale_mechanobiology_gr
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
xai_fda
Interpretable operator learning and posthoc/by-design XAI
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