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Demo models

Demo codes in the subdirectories show how to build and solve a PINN model using currently offerred APIs in this package.

2D Laplace

Solving a steady state 2-dimensional Laplacian equation in a rectangular domain.

2D Darcy

Solving a Darcy flow problem in a 2-D setting.

2D LDC

Solving a Lid Driven Cavity problem in rectangular domain.

2D unsteady circular cylinder

Solving a 2-D unsteady cylinder flow with the PINN continuous method.

3D unsteady circular cylinder

Solving a 3-D unsteady cylinder flow with the PINN discrete method.

VIV (vortex induced vibration)

Solving the inverse problem of vortex induced vibration with the PINN continuous method.