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test(domains): add Stokes mixed incompressible solve
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# This file is a part of JuliaFEM.
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# License is MIT: see https://github.com/JuliaFEM/JuliaFEM.jl/blob/master/LICENSE.md
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"""
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`StokesMixedKernel`: same brick BC/load pattern as incompressible `MixedUPKernel`,
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direct sparse solve, then matrix-free vs assembled `K` and Jacobi diagonal check.
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"""
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using Test
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using JuliaFEM
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using JuliaFEM: StokesMixedKernel, ContinuumFormulation, FullThreeD
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using JuliaFEM: DOFBasedCOOAssembler, DOFBasedCOOCache, assemble!, extract_system
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using JuliaFEM: default_pressure_gauge_dof, matrix_free_op
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using JuliaFEM: PenaltyDirichlet, apply_constraint!, apply_load!
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using JuliaFEM: compute_diagonal!, apply_constraint_diag!
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using JuliaFEM: NodalForce
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using JuliaFEM: @DOFSet, DOF, Displacement, Vertex, Hex8
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using LinearAlgebra
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using SparseArrays
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include("solve_brick_helpers.jl")
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@testset "StokesMixedKernel: brick direct solve + pressure gauge" begin
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mesh = brick_hex_mesh(2, 2, 2)
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S = @DOFSet{u::DOF{Displacement{3}, Vertex}, p::DOF{Float64, Cell}}
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elements, handler = create_elements!(mesh, Element{Hex8, Lagrange{1}, S})
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kernel = StokesMixedKernel(ContinuumFormulation{FullThreeD}(); μ = 1.0e-3, inv_bulk = 0.0)
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asm = DOFBasedCOOAssembler()
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cache = DOFBasedCOOCache(elements, handler, mesh, kernel)
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assemble!(cache, asm, kernel, mesh)
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K, f = extract_system(cache)
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fill!(f, 0.0)
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u_fix = collect_vertex_dofs_on_nodeset(handler, mesh, :xmin)
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p_pin = default_pressure_gauge_dof(handler; elem_id = 1)
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fixed = Int[vcat(u_fix, [p_pin])...]
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λ = 1.0e14
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bc = PenaltyDirichlet(fixed, zeros(Float64, length(fixed)); penalty = λ)
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uz = interior_uz_dof_index(handler, mesh)
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apply_load!(f, NodalForce([uz], [1.0e4]), cache, asm, kernel, mesh)
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Kc = copy(K)
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apply_constraint!(Kc, bc)
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uc = Kc \ f
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@test all(isfinite, uc)
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ru = norm(Kc * uc - f) / max(norm(f), 1.0)
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@test ru < 1.0e-8
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@test maximum(abs.(uc[u_fix])) < 1.0e-4
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@test abs(uc[p_pin]) < 1.0e-4
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end
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@testset "StokesMixedKernel: matrix-free vs penalty-assembled K" begin
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mesh = brick_hex_mesh(2, 2, 2)
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S = @DOFSet{u::DOF{Displacement{3}, Vertex}, p::DOF{Float64, Cell}}
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elements, handler = create_elements!(mesh, Element{Hex8, Lagrange{1}, S})
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kernel = StokesMixedKernel(ContinuumFormulation{FullThreeD}(); μ = 1.0e-3, inv_bulk = 0.0)
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asm = DOFBasedCOOAssembler()
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cache = DOFBasedCOOCache(elements, handler, mesh, kernel)
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assemble!(cache, asm, kernel, mesh)
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K, f = extract_system(cache)
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fill!(f, 0.0)
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u_fix = collect_vertex_dofs_on_nodeset(handler, mesh, :xmin)
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p_pin = default_pressure_gauge_dof(handler)
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fixed = Int[vcat(u_fix, [p_pin])...]
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bc = PenaltyDirichlet(fixed, zeros(Float64, length(fixed)); penalty = 1.0e14)
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uz = interior_uz_dof_index(handler, mesh)
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apply_load!(f, NodalForce([uz], [1.0e4]), cache, asm, kernel, mesh)
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Kc = copy(K)
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apply_constraint!(Kc, bc)
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mf = matrix_free_op(cache, asm, kernel, mesh; dirichlet = bc)
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@test LinearAlgebra.isposdef(mf) == false
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n = length(f)
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x = randn(n)
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y_asm = Kc * x
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y_mf = zeros(n)
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mul!(y_mf, mf, x)
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@test norm(y_mf - y_asm) < 1.0e-10 * max(norm(y_asm), 1.0)
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d = zeros(n)
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compute_diagonal!(d, cache, asm, kernel, mesh)
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apply_constraint_diag!(d, bc)
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@test maximum(abs.(d .- diag(Matrix(Kc)))) <
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1.0e-8 * max(maximum(abs.(diag(Matrix(Kc)))), 1.0)
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end
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