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%|          | 0.006/10.0 [00:03<1:38:24, 590.84s/it]
  3%|▎         | 0.314/10.0 [00:03<01:49, 11.30s/it]
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 48%|████▊     | 4.801/10.0 [00:03<00:04,  1.30it/s]
100%|██████████| 10.0/10.0 [00:03<00:00,  2.70it/s]
100%|██████████| 10.0/10.0 [00:03<00:00,  2.70it/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()