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The PINN method is employed to simulate one-dimensional blood flows.
One-dimensional Navier-Stokes equations in cylindrical coordinate systems.
The proposed PINN method's results are compared well with others papers.
The results demonstrate that the PINN method functions as expected
Demonstrations indicate that considering bifurcation pressure drops can significantly enhance accuracy.
Consequently, achieving comparable accuracy in blood flow solutions for 1D models using the PINN method compared to traditional numerical methods for 2D or 3D models is feasible.
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IEEE/ICACT20240208 Slide.14
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