GitHub - itsjacobhere/PINN: Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations

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Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
1dHeatvsAnalyticApprox.ipynb		1dHeatvsAnalyticApprox.ipynb
Heat_Diffusion_final.ipynb		Heat_Diffusion_final.ipynb
PINN_3D_diffusion_intime.ipynb		PINN_3D_diffusion_intime.ipynb
PINN_Burger.ipynb		PINN_Burger.ipynb
PINN_diffusion.ipynb		PINN_diffusion.ipynb
Phyiscs Informed Neural Networks.pdf		Phyiscs Informed Neural Networks.pdf
README.txt		README.txt
Time Diffusion Final.ipynb		Time Diffusion Final.ipynb
burgers_shock_mu_01_pi.mat		burgers_shock_mu_01_pi.mat

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Contents:


PINN_Burger.ipynb - PINN implementation on Burgers Equation
PINN_diffusion.ipynb - 2D Diffusion Equation
PINN_3D_diffusion_intime.ipynb - 3D Diffusion Equation (Space & Time)
1dHeatvsAnalyticApprox.ipynb - 1D heat equation with time
Heat_Diffusion_final.ipynb - FEniCS solution for steady state diffusion, this will not work in google colab
Time Diffusion Final.ipynb - FEnics time dep diffusion, this will not work in google colab