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Lab tutorials

Step-by-step problems to wire up in the Lab, with the maths and the checks.

Each tutorial takes one problem from the equation to a trained PINN: wire the blocks in the Lab, generate the PyTorch script, run it, and check the answer against an exact or finite element solution.

1 Your first problems

Poisson's equation in one and two dimensions, wired block by block.

1.1 Your first PINN in the Lab: the 1D Poisson equation
1.2 Poisson on a square: your first 2D problem