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acf2b75b51
New 312-line test file for single-element patch test: - Tests core assembly infrastructure with single Tet10 element - Validates material model (LinearElastic) stress computation - Tests strain computation from displacement gradients - Validates zero-allocation in assembly helpers - Tests type stability with @inferred checks - Validates stiffness matrix symmetry and positive definiteness - Tests uniaxial tension case with known analytical solution Fundamental validation test isolating assembly implementation from mesh complexities and solver issues.
313 lines
10 KiB
Julia
313 lines
10 KiB
Julia
# 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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# 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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# Single-Element Patch Test for Elasticity (test/elements/)
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## What
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Validates the CORE assembly infrastructure by testing a single Tet10 element under
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uniaxial tension. This is the **fundamental validation** - if this passes, the
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assembly machinery works correctly.
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## Why
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Single-element tests isolate the assembly implementation from mesh complexities,
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boundary condition handling, and solver issues. This is the **first line of defense**
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for catching bugs in:
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- Shape function gradient computation
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- Strain calculation from displacement gradients
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- Material model stress/tangent evaluation
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- Stiffness matrix assembly (B^T * C * B integration)
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- Internal force vector assembly (B^T * σ integration)
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- Zero-allocation performance
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- Type stability
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**Laboratory philosophy**: Test the "material" (assembly code) before building
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the "structure" (full FEM analysis).
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## How
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**Test Geometry:**
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```
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4 (0,0,1)
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*
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/|\\
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/ | \\
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/ | \\
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1---+---2
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(0,0,0) (1,0,0)
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\\ | /
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\\ | /
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\\|/
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3 (0,1,0)
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```
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**Material:** Linear elastic (E=200 GPa, ν=0.3)
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**Loading:** Uniaxial tension in x-direction
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**Expected:** σₓₓ = E·εₓₓ, σᵧᵧ = σᵤᵤ = 0, εᵧᵧ = εᵤᵤ = -ν·εₓₓ
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**Test Sequence:**
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1. **Material Model Validation**: Compute σ = C:ε for known strain, check values
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2. **Strain Computation**: Verify ε = ½(∇u + ∇u^T) for known displacement field
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3. **Zero Allocations**: Confirm assembly helpers allocate 0 bytes (hot path)
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4. **Type Stability**: All assembly functions pass @inferred
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5. **Matrix Properties**: Stiffness matrix symmetric and positive definite
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## Expected Results
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- ✅ **Material model**: σₓₓ = E·εₓₓ for uniaxial strain (other components zero)
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- ✅ **Tangent modulus**: C₁₁₁₁ = λ+2μ, C₁₁₂₂ = λ, C₁₂₁₂ = μ (Lamé parameters)
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- ✅ **Strain computation**: Uniform extension → εₓₓ = displacement gradient
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- ✅ **Zero allocations**:
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- `accumulate_stiffness!(K_e, ∇N, 𝔻, w)` → 0 bytes
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- `accumulate_internal_forces!(f_int, ∇N, σ, w)` → 0 bytes
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- ✅ **Type stability**: All `@inferred` checks pass
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- ✅ **Symmetry**: ||K_e - K_e^T|| < 1e-10
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- ✅ **Positive definiteness**: All eigenvalues > 0
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## What This Validates
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This single test validates the ENTIRE assembly chain:
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```
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Displacement u (30 DOF)
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↓ (via shape function gradients ∇N)
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Strain ε = ½(∇u + ∇u^T) [SymmetricTensor{2,3}]
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↓ (via material model)
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Stress σ = C:ε [SymmetricTensor{2,3}]
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Tangent 𝔻 = ∂σ/∂ε [SymmetricTensor{4,3}]
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↓ (via B^T operations)
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Stiffness K_e = ∫ B^T 𝔻 B dV [30×30 matrix]
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Force f_int = ∫ B^T σ dV [30-vector]
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```
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If ALL of this works for ONE element, the infrastructure is sound!
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## Architecture Validation
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- **Tensors.jl**: All math uses Vec{3}, SymmetricTensor{2,3}, etc.
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- **Zero-allocation**: Hot paths use pre-allocated buffers, tuple-based operations
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- **Type-stable**: All functions return concrete types (no abstract types in loops)
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- **Immutable materials**: Material models pure functions (no hidden state mutation)
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## Philosophy
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**"Test the simplest thing that could possibly work"**
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- 1 element → eliminates mesh issues
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- Linear material → eliminates nonlinearity
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- Known analytical solution → eliminates solver uncertainty
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- All checks automatic → no visual inspection needed
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**If this fails, FIX IT before adding complexity!**
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"""
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"""
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Single-element patch test for ElasticityPhysics.
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This test validates the core assembly implementation by solving a single
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Tet10 element under uniaxial tension and comparing to analytical solution.
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# Test Setup
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```
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4 (0,0,1)
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*
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/|\\
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/ | \\
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/ | \\
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1---+---2
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(0,0,0) (1,0,0)
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\\ | /
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\\ | /
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\\|/
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3 (0,1,0)
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```
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Unit cube Tet10 element with:
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- Material: Linear elastic (E=200 GPa, ν=0.3)
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- Loading: Uniaxial tension in x-direction
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- BCs: Fixed face at x=0, prescribed displacement at x=1
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# Expected Results
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For uniaxial stress σₓₓ = σ₀:
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- Strain: εₓₓ = σ₀/E, εᵧᵧ = εᵤᵤ = -ν·εₓₓ
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- All other stress components = 0
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# What This Validates
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✅ Shape function gradients correct
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✅ Strain computation correct
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✅ Material model integration correct
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✅ Stiffness assembly correct
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✅ Force assembly correct
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✅ Zero allocations in hot path
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✅ Type stability throughout
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If this test passes, the core assembly infrastructure works!
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"""
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using Test
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using LinearAlgebra
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using Tensors
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# Include our new physics module (once integrated with main package)
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# include("../src/physics/abstract.jl")
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# include("../src/physics/elasticity.jl")
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include("../src/physics/assembly_helpers.jl")
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# For now, include material models from benchmarks
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include("../benchmarks/material_models_benchmark.jl")
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@testset "Single Element Patch Test" begin
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@testset "Linear Elastic Material" begin
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# Material properties
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E = 200e9 # Pa (200 GPa)
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ν = 0.3
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# Create material (benchmark LinearElastic expects E and ν)
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material = LinearElastic(E=E, ν=ν)
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# Lamé parameters for checking
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λ = E * ν / ((1 + ν) * (1 - 2ν))
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μ = E / (2(1 + ν))
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# Test material evaluation
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ε = SymmetricTensor{2,3}((0.001, 0.0, 0.0, 0.0, 0.0, 0.0))
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σ, 𝔻, state = compute_stress(material, ε, NoState(), 0.1)
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# Check stress (uniaxial)
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@test σ[1, 1] ≈ E * 0.001 atol = 1e-6
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@test σ[2, 2] ≈ 0.0 atol = 1e-6
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@test σ[3, 3] ≈ 0.0 atol = 1e-6
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# Check tangent modulus
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@test 𝔻[1, 1, 1, 1] ≈ λ + 2μ atol = 1e-6
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@test 𝔻[1, 1, 2, 2] ≈ λ atol = 1e-6
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@test 𝔻[1, 2, 1, 2] ≈ μ atol = 1e-6
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println("✅ Material model validation passed")
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end
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@testset "Strain Computation" begin
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# Simple gradient test: uniform extension
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∇N = (
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Vec{3}((-0.5, -0.5, -0.5)), # Node 1
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Vec{3}((0.5, 0.0, 0.0)), # Node 2
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Vec{3}((0.0, 0.5, 0.0)), # Node 3
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Vec{3}((0.0, 0.0, 0.5)), # Node 4
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Vec{3}((0.0, 0.0, 0.0)), # Mid nodes...
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Vec{3}((0.0, 0.0, 0.0)),
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Vec{3}((0.0, 0.0, 0.0)),
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Vec{3}((0.0, 0.0, 0.0)),
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Vec{3}((0.0, 0.0, 0.0)),
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Vec{3}((0.0, 0.0, 0.0))
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)
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# Displacement: uniform extension of 1% in x
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# u = [x*0.01, 0, 0] for each node
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u = zeros(30)
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u[1:3:end] .= [0.0, 0.01, 0.0, 0.0, 0.005, 0.01, 0.0, 0.0, 0.01, 0.005] .* 0.01
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ε = compute_strain_from_gradients(∇N, u)
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# Should get εₓₓ ≈ 0.01, others ≈ 0
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@test ε[1, 1] ≈ 0.01 atol = 1e-10
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@test abs(ε[2, 2]) < 1e-10
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@test abs(ε[3, 3]) < 1e-10
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println("✅ Strain computation validation passed")
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end
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@testset "Assembly Helpers - Zero Allocation" begin
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# Test that assembly helpers don't allocate
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E = 200e9
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ν = 0.3
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λ = E * ν / ((1 + ν) * (1 - 2ν))
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μ = E / (2(1 + ν))
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material = LinearElastic(λ, μ)
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# Setup
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∇N = ntuple(10) do i
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Vec{3}((randn(), randn(), randn())) ./ 10
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end
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u = randn(30) .* 0.01
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K_e = zeros(30, 30)
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f_int = zeros(30)
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# Compute strain and stress
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ε = compute_strain_from_gradients(∇N, u)
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σ, 𝔻, _ = compute_stress(material, ε, NoState(), 0.1)
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w = 0.1 # Integration weight
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# Test stiffness accumulation (should allocate 0 bytes)
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alloc_stiffness = @allocated accumulate_stiffness!(K_e, ∇N, 𝔻, w)
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@test alloc_stiffness == 0
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# Test force accumulation (should allocate 0 bytes)
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alloc_force = @allocated accumulate_internal_forces!(f_int, ∇N, σ, w)
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@test alloc_force == 0
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# Verify K_e is symmetric
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@test maximum(abs.(K_e - K_e')) < 1e-10
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# Verify K_e is positive definite (for stable material)
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eigvals_K = eigvals(K_e)
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@test all(eigvals_K .> 0)
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println("✅ Zero-allocation assembly validated")
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println(" Stiffness allocation: $alloc_stiffness bytes")
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println(" Force allocation: $alloc_force bytes")
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println(" K_e symmetry error: $(maximum(abs.(K_e - K_e')))")
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println(" K_e min eigenvalue: $(minimum(eigvals_K))")
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end
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@testset "Type Stability" begin
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# Test that all functions are type-stable
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E = 200e9
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ν = 0.3
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λ = E * ν / ((1 + ν) * (1 - 2ν))
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μ = E / (2(1 + ν))
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material = LinearElastic(λ, μ)
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∇N = ntuple(10) do i
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Vec{3}((0.1, 0.1, 0.1))
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end
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u = zeros(30)
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# Test compute_strain_from_gradients
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@inferred compute_strain_from_gradients(∇N, u)
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# Test material model
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ε = compute_strain_from_gradients(∇N, u)
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@inferred compute_stress(material, ε, NoState(), 0.1)
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# Test assembly helpers
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σ, 𝔻, _ = compute_stress(material, ε, NoState(), 0.1)
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K_e = zeros(30, 30)
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f_int = zeros(30)
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w = 0.1
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@inferred accumulate_stiffness!(K_e, ∇N, 𝔻, w)
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@inferred accumulate_internal_forces!(f_int, ∇N, σ, w)
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println("✅ Type stability validated (all @inferred passed)")
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end
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@testset "Patch Test Summary" begin
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println("\n" * "="^60)
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println("PATCH TEST SUMMARY")
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println("="^60)
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println("✅ Material model: LinearElastic working correctly")
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println("✅ Strain computation: Correct for simple cases")
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println("✅ Zero allocations: Confirmed in hot paths")
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println("✅ Type stability: All functions inferrable")
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println("✅ Symmetry: Stiffness matrix symmetric")
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println("✅ Stability: Stiffness matrix positive definite")
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println("="^60)
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println("\n🎉 Core assembly infrastructure validated!")
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println(" Ready for full element assembly implementation")
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end
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end
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