Update Laplace class and add unit tests (#645)
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@@ -2,46 +2,10 @@
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import torch
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from ... import Condition
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from ...operator import laplacian
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from ...equation import FixedValue, Helmholtz
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from ...utils import check_consistency
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from ...domain import CartesianDomain
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from ...problem import SpatialProblem
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from ...utils import check_consistency
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from ...equation import Equation, FixedValue
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class HelmholtzEquation(Equation):
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"""
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Implementation of the Helmholtz equation.
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"""
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def __init__(self, alpha):
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"""
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Initialization of the :class:`HelmholtzEquation` class.
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:param alpha: Parameter of the forcing term.
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:type alpha: float | int
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"""
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self.alpha = alpha
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check_consistency(alpha, (int, float))
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def equation(input_, output_):
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"""
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Implementation of the Helmholtz equation.
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:param LabelTensor input_: Input data of the problem.
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:param LabelTensor output_: Output data of the problem.
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:return: The residual of the Helmholtz equation.
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:rtype: LabelTensor
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"""
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lap = laplacian(output_, input_, components=["u"], d=["x", "y"])
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q = (
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(1 - 2 * (self.alpha * torch.pi) ** 2)
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* torch.sin(self.alpha * torch.pi * input_.extract("x"))
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* torch.sin(self.alpha * torch.pi * input_.extract("y"))
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)
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return lap + output_ - q
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super().__init__(equation)
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class HelmholtzProblem(SpatialProblem):
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@@ -88,8 +52,19 @@ class HelmholtzProblem(SpatialProblem):
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self.alpha = alpha
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check_consistency(alpha, (int, float))
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def forcing_term(self, input_):
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"""
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Implementation of the forcing term.
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"""
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return (
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(1 - 2 * (self.alpha * torch.pi) ** 2)
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* torch.sin(self.alpha * torch.pi * input_.extract("x"))
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* torch.sin(self.alpha * torch.pi * input_.extract("y"))
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)
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self.conditions["D"] = Condition(
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domain="D", equation=HelmholtzEquation(self.alpha)
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domain="D",
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equation=Helmholtz(self.alpha, forcing_term),
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)
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def solution(self, pts):
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