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Add demo for interpolating expressions (#463)
* Add demo for interpolating expressions * Revert added comma * Remove grad expression demo
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demo/ExpressionInterpolation.py

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# Copyright (C) 2022 Jørgen S. Dokken
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#
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# This file is part of FFCx.
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#
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# FFC is free software: you can redistribute it and/or modify
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# it under the terms of the GNU Lesser General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# FFC is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU Lesser General Public License for more details.
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#
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# You should have received a copy of the GNU Lesser General Public License
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# along with FFC. If not, see <http://www.gnu.org/licenses/>.
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#
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# Defines an Expression which evaluates the several different functions at
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# a set of interpolation points
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import basix
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from ufl import (Coefficient, FiniteElement, FunctionSpace, Mesh, MixedElement,
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VectorElement, grad, triangle)
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# Define mesh
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cell = triangle
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v_el = VectorElement("Lagrange", cell, 1)
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mesh = Mesh(v_el)
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# Define mixed function space
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el = FiniteElement("CG", cell, 2)
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el_int = VectorElement("Discontinuous Lagrange", cell, 1)
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me = MixedElement([el, el_int])
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V = FunctionSpace(mesh, me)
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u = Coefficient(V)
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# Define expressions on each sub-space
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du0 = grad(u[0])
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du1 = grad(u[1])
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# Define an expression using quadrature elements
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q_rule = "gauss_jacobi"
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q_degree = 3
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q_el = FiniteElement("Quadrature", cell, q_degree, quad_scheme=q_rule)
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Q = FunctionSpace(mesh, q_el)
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q = Coefficient(Q)
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powq = 3 * q**2
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# Extract basix cell type
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b_cell = basix.cell.string_to_type(cell.cellname())
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# Find quadrature points for quadrature element
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b_rule = basix.quadrature.string_to_type(q_rule)
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quadrature_points, _ = basix.make_quadrature(b_rule, b_cell, q_degree)
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# Get interpolation points for output space
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family = basix.finite_element.string_to_family("Lagrange", cell.cellname())
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b_element = basix.create_element(family, b_cell, 4, basix.LagrangeVariant.gll_warped, True)
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interpolation_points = b_element.points
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# Create expressions that can be used for interpolation
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expressions = [(du0, interpolation_points), (du1, interpolation_points),
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(powq, quadrature_points)]

demo/GradExpression.py

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