"""Definition of the Poisson problem on a square domain.""" import torch from ..spatial_problem import SpatialProblem from ...operator import laplacian from ... import Condition from ...domain import CartesianDomain from ...equation.equation import Equation from ...equation.equation_factory import FixedValue def laplace_equation(input_, output_): """ Implementation of the laplace equation. """ force_term = torch.sin(input_.extract(["x"]) * torch.pi) * torch.sin( input_.extract(["y"]) * torch.pi ) delta_u = laplacian(output_.extract(["u"]), input_) return delta_u - force_term my_laplace = Equation(laplace_equation) class Poisson2DSquareProblem(SpatialProblem): """ Implementation of the 2-dimensional Poisson problem on a square domain. """ output_variables = ["u"] spatial_domain = CartesianDomain({"x": [0, 1], "y": [0, 1]}) domains = { "D": CartesianDomain({"x": [0, 1], "y": [0, 1]}), "g1": CartesianDomain({"x": [0, 1], "y": 1}), "g2": CartesianDomain({"x": [0, 1], "y": 0}), "g3": CartesianDomain({"x": 1, "y": [0, 1]}), "g4": CartesianDomain({"x": 0, "y": [0, 1]}), } conditions = { "nil_g1": Condition(domain="g1", equation=FixedValue(0.0)), "nil_g2": Condition(domain="g2", equation=FixedValue(0.0)), "nil_g3": Condition(domain="g3", equation=FixedValue(0.0)), "nil_g4": Condition(domain="g4", equation=FixedValue(0.0)), "laplace_D": Condition(domain="D", equation=my_laplace), } def poisson_sol(self, pts): """TODO""" return -( torch.sin(pts.extract(["x"]) * torch.pi) * torch.sin(pts.extract(["y"]) * torch.pi) )