2.2.3 Simple diffusion equation

This example solves a simple diffusion equation in two dimensions.

simple
  0%|          | 0/10.0 [00:00<?, ?it/s]
Initializing:   0%|          | 0/10.0 [00:00<?, ?it/s]
  0%|          | 0/10.0 [00:03<?, ?it/s]
  0%|          | 0.006/10.0 [00:03<1:43:36, 622.00s/it]
  2%|▏         | 0.245/10.0 [00:03<02:28, 15.25s/it]
 39%|███▊      | 3.867/10.0 [00:03<00:06,  1.02it/s]
 39%|███▊      | 3.867/10.0 [00:03<00:06,  1.00s/it]
100%|██████████| 10.0/10.0 [00:03<00:00,  2.58it/s]
100%|██████████| 10.0/10.0 [00:03<00:00,  2.58it/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()

Total running time of the script: (0 minutes 3.960 seconds)