Reduced order modelling of blood flow in stenosed arteries using differentiable programming and universal differential equations using Julia

NeurIPS - paper, poster and codes from NeurIPS ML4PS 2023
SimVascular - codes and scripts for generating SimVascular simulations automatically from the command line
trained_models - some trained models that can be used for further cases
tutorials - neural ODE/PDE & UDE tutorials and codes from others
data - 3D averaged data for 100 cases (10 stenosis blockage ratios x 10 inlet boundary condition flow rate waveforms)
models - spatial neural ODE models