1D Burgers equation simulated by PINN
This is an implementation of PINN(s) on TensorFlow 2 to solve Burgers equation (1D Navier-Stokes eq. with no pressure gradient / external force) under Dirichlet boundary condition w/o training data (data to fit initial & boundary conditions need to be provided). This is keras-utilized version unlike other two of my repos (PINN_wave / PINN_von_Karman). Usage Simply type python main.py to run the entire code. Basic parameters (e.g., network architecture, batch size, initializer, etc.) are found in params.py and could be […]
Read more