2.2.3 Simple diffusion equation

This example solves a simple diffusion equation in two dimensions.

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Initializing:   0%|          | 0/10.0 [00:00<?, ?it/s]
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  0%|          | 0.005/10.0 [00:04<2:39:07, 955.21s/it]
  2%|▏         | 0.247/10.0 [00:04<03:08, 19.36s/it]
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 37%|███▋      | 3.743/10.0 [00:04<00:08,  1.33s/it]
100%|██████████| 10.0/10.0 [00:04<00:00,  2.01it/s]
100%|██████████| 10.0/10.0 [00:04<00:00,  2.01it/s]

from pde import DiffusionPDE, ScalarField, UnitGrid

grid = UnitGrid([64, 64])  # generate grid
state = ScalarField.random_uniform(grid, 0.2, 0.3)  # generate initial condition

eq = DiffusionPDE(diffusivity=0.1)  # define the pde
result = eq.solve(state, t_range=10)
result.plot()