├── Compressible Hydrodynamic Shock-Tube Problems (1-D Compressible Euler Equations) ├── Forward Problems W-PINNs-DE │ ├── Euler_Eq_Double_Expansion_Fan.py │ ├── Euler_Eq_High_Speed_Flow_1.py │ ├── Euler_Eq_High_Speed_Flow_2.py │ ├── Euler_Eq_Reverse_Sod_Shock_Tube_Problem.py │ ├── Euler_Eq_Single_Contact_Discontunity.py │ └── Euler_Eq_Sod_Shock_Tube_Problem.py └── Inverse_Problem (W-PINNs) │ ├── Euler.mat │ ├── Euler_Eq_1D_Compressible_Inverse_TE_Excluded.py │ ├── Euler_Eq_1D_Compressible_Inverse_TE_Excluded_Sod_Problem.py │ ├── Euler_Eq_1D_Compressible_Inverse_TE_Included.py │ ├── Euler_Eq_1D_Compressible_Inverse_TE_Included_Sod_Problem.py │ └── Euler_Sod.mat ├── Figures ├── BLP-OF.gif ├── BLP-time.png ├── Buckley-Leverett-Problem-full.png ├── L_u_PINNs_2033.png ├── Mach-and-Energy-Sod.png ├── Sod-rho-u-p.png └── Sod.gif ├── Linear Elasticity - Plane Stress ├── Domain_III_Boundary_Points.mat ├── Domain_III_Interior_Points.mat ├── Domain_II_Boundary_Points.mat ├── Domain_II_Interior_Points.mat ├── Domain_IV_Boundary_Points.mat ├── Domain_IV_Interior_Points.mat ├── Domain_I_Boundary_Points.mat ├── Domain_I_Interior_Points.mat └── Plane_Stress_W-PINNs.py ├── Physics_Informed_Deep_Learning_and_their_Application_in_Computational_Solid_and_Fluid_Mechanics.pdf └── README.md /Compressible Hydrodynamic Shock-Tube Problems (1-D Compressible Euler Equations)/Forward Problems W-PINNs-DE/Euler_Eq_Double_Expansion_Fan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexpapados/Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics/HEAD/Compressible Hydrodynamic Shock-Tube Problems (1-D Compressible Euler Equations)/Forward Problems W-PINNs-DE/Euler_Eq_Double_Expansion_Fan.py -------------------------------------------------------------------------------- /Compressible Hydrodynamic Shock-Tube Problems (1-D Compressible Euler Equations)/Forward Problems 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