mirror of
https://github.com/JuliaFEM/JuliaFEM.jl.git
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56d4a5ae70
New 362-line material cache system:
- GlobalMaterialCache{StateType}: stores state variables at all IPs/elements
- material_state_type(): infer state NamedTuple type from material traits
- create_global_material_cache(): factory function with automatic type inference
- create_zero_state(): zero-initialize state NamedTuples
- Supports stateless (empty NamedTuple) and stateful materials
- Type-stable NamedTuple-based storage
- Zero-allocation state updates (functional style)
- Already integrated in JuliaFEM.jl (line 437)
Provides persistent state storage for time-stepping and material state management.
363 lines
11 KiB
Julia
363 lines
11 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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"""
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Material cache for storing state variables at integration points.
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Uses the compositional state variable trait system to automatically construct
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caches based on material requirements.
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# Design Philosophy
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1. **Automatic construction**: Cache structure inferred from material traits
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2. **Type-stable**: NamedTuple-based storage with compile-time known types
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3. **Zero-allocation**: Immutable state updates (functional style)
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4. **Compositional**: State variables are independent, combinable building blocks
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# Example
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```julia
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# For LinearElastic (stateless)
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material = LinearElastic(E=210e9, ν=0.3)
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cache = create_global_material_cache(material, n_ips=8, n_elems=100)
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# → GlobalMaterialCache{NamedTuple{(),Tuple{}}} with empty states
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# For PerfectPlasticity (stateful)
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material = PerfectPlasticity(E=210e9, ν=0.3, σ_y=250e6, H=1e9)
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cache = create_global_material_cache(material, n_ips=8, n_elems=100)
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# → GlobalMaterialCache{NamedTuple{(:ε_p, :α, :κ), Tuple{...}}} with state variables
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```
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"""
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using Tensors
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# ============================================================================
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# MATERIAL CACHE STRUCTURE
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# ============================================================================
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"""
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GlobalMaterialCache{StateType}
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Global material state cache for all integration points across all elements.
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Stores material state variables using the compositional state variable system.
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Used for time-stepping and persistent state storage.
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# Type Parameters
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- `StateType`: NamedTuple type for state variables (inferred from material)
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# Fields
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- `states::Matrix{StateType}`: State at each IP and element [nips, nelems]
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- `states_old::Matrix{StateType}`: State from previous time step [nips, nelems]
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# Design
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The cache uses NamedTuples to store state variables, where:
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- Keys are state variable symbols (e.g., `:ε_p`, `:α`, `:κ`)
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- Values are concrete types (e.g., `SymmetricTensor{2,3,Float64,6}`, `Float64`)
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For stateless materials, `StateType = NamedTuple{(),Tuple{}}` (empty).
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# Example
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```julia
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# Stateful material (plasticity)
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StateType = NamedTuple{(:ε_p, :α, :κ), Tuple{SymmetricTensor{2,3,Float64,6}, SymmetricTensor{2,3,Float64,6}, Float64}}
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cache = GlobalMaterialCache{StateType}(n_ips, n_elems)
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cache.states[q, elem_id] # → (ε_p=..., α=..., κ=...)
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# Stateless material (linear elastic)
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StateType = NamedTuple{(),Tuple{}}
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cache = GlobalMaterialCache{StateType}(n_ips, n_elems)
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cache.states[q, elem_id] # → NamedTuple()
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```
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"""
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struct GlobalMaterialCache{StateType<:NamedTuple}
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states::Matrix{StateType}
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states_old::Matrix{StateType}
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function GlobalMaterialCache{StateType}(n_ips::Int, n_elems::Int) where {StateType<:NamedTuple}
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# Initialize with zero/default states
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zero_state = create_zero_state(StateType)
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states = [zero_state for _ in 1:n_ips, _ in 1:n_elems]
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states_old = [zero_state for _ in 1:n_ips, _ in 1:n_elems]
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new{StateType}(states, states_old)
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end
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end
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"""
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create_zero_state(::Type{StateType}) where {StateType<:NamedTuple}
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Create a zero-initialized state of the given NamedTuple type.
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# Example
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```julia
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StateType = NamedTuple{(:ε_p, :α, :κ), Tuple{SymmetricTensor{2,3,Float64,6}, SymmetricTensor{2,3,Float64,6}, Float64}}
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zero_state = create_zero_state(StateType)
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# → (ε_p=zero(SymmetricTensor{2,3}), α=zero(SymmetricTensor{2,3}), κ=0.0)
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```
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"""
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function create_zero_state(::Type{StateType}) where {StateType<:NamedTuple}
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# Get field names and types
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field_names = fieldnames(StateType)
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field_types = [fieldtype(StateType, name) for name in field_names]
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if isempty(field_names)
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return NamedTuple()
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else
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# Create zero value for each field
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zero_values = [zero(T) for T in field_types]
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return NamedTuple{field_names}(zero_values)
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end
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end
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# ============================================================================
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# CACHE CONSTRUCTION FROM MATERIAL TRAITS
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# ============================================================================
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"""
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material_state_type(material::AbstractMaterial) -> Type{<:NamedTuple}
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Infer state NamedTuple type from material's required state variables.
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Uses the compositional trait system:
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1. Query `required_state_variables(material)` → tuple of state variable types
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2. For each state variable, query `state_variable_type(var)` → concrete type
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3. For each state variable, query `default_symbol(var)` → symbol name
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4. Construct NamedTuple type from symbols and concrete types
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# Example
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```julia
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# LinearElastic (stateless)
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material = LinearElastic(E=210e9, ν=0.3)
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StateType = material_state_type(material)
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# → NamedTuple{(),Tuple{}}
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# PerfectPlasticity (stateful)
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material = PerfectPlasticity(E=210e9, ν=0.3, σ_y=250e6, H=1e9)
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StateType = material_state_type(material)
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# → NamedTuple{(:ε_p, :α, :κ), Tuple{SymmetricTensor{2,3,Float64,6}, SymmetricTensor{2,3,Float64,6}, Float64}}
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```
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"""
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function material_state_type(material::AbstractMaterial)
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# Query required state variables from material instance
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vars = required_state_variables(material)
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if isempty(vars)
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# Stateless material
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return NamedTuple{(),Tuple{}}
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else
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# Stateful material - build NamedTuple type
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symbols = tuple([default_symbol(var) for var in vars]...)
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types = tuple([state_variable_type(var) for var in vars]...)
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return NamedTuple{symbols, Tuple{types...}}
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end
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end
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"""
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create_global_material_cache(material::AbstractMaterial; n_ips::Int, n_elems::Int)
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Create global material cache for the given material, integration points, and elements.
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Automatically infers the correct cache structure from material traits.
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# Arguments
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- `material`: Material model instance
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- `n_ips`: Number of integration points per element
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- `n_elems`: Number of elements
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# Returns
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`GlobalMaterialCache{StateType}` where `StateType` is inferred from material
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# Example
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```julia
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# Stateless material
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mat = LinearElastic(E=210e9, ν=0.3)
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cache = create_global_material_cache(mat, n_ips=8, n_elems=100)
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# → GlobalMaterialCache{NamedTuple{(),Tuple{}}}
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# Stateful material
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mat = PerfectPlasticity(E=210e9, ν=0.3, σ_y=250e6, H=1e9)
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cache = create_global_material_cache(mat, n_ips=8, n_elems=100)
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# → GlobalMaterialCache{NamedTuple{(:ε_p, :α, :κ), Tuple{...}}}
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```
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"""
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function create_global_material_cache(material::AbstractMaterial; n_ips::Int, n_elems::Int)
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StateType = material_state_type(material)
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return GlobalMaterialCache{StateType}(n_ips, n_elems)
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end
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# ============================================================================
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# CACHE ACCESS AND UPDATE FUNCTIONS
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# ============================================================================
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"""
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get_state(cache::GlobalMaterialCache, ip::Int, elem_id::Int) -> NamedTuple
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Get current state at integration point for element.
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# Arguments
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- `cache`: Global material cache
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- `ip`: Integration point index (1-based)
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- `elem_id`: Element ID (1-based)
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# Returns
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NamedTuple of state variables (empty for stateless materials)
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"""
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@inline function get_state(cache::GlobalMaterialCache, ip::Int, elem_id::Int)
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return cache.states[ip, elem_id]
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end
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"""
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get_old_state(cache::GlobalMaterialCache, ip::Int, elem_id::Int) -> NamedTuple
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Get state from previous time step at integration point for element.
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# Arguments
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- `cache`: Global material cache
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- `ip`: Integration point index (1-based)
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- `elem_id`: Element ID (1-based)
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# Returns
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NamedTuple of state variables from previous step
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"""
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@inline function get_old_state(cache::GlobalMaterialCache, ip::Int, elem_id::Int)
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@inbounds return cache.states_old[ip, elem_id]
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end
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"""
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set_state!(cache::GlobalMaterialCache, ip::Int, elem_id::Int, state::NamedTuple)
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Update current state at integration point for element (in-place).
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# Arguments
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- `cache`: Global material cache
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- `ip`: Integration point index (1-based)
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- `elem_id`: Element ID (1-based)
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- `state`: New state NamedTuple
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# Note
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This is an in-place operation.
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"""
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@inline function set_state!(cache::GlobalMaterialCache, ip::Int, elem_id::Int, state::NamedTuple)
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@inbounds cache.states[ip, elem_id] = state
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return nothing
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end
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"""
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update_cache!(cache::GlobalMaterialCache)
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Copy current states to states_old (for time stepping).
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Call this at the beginning of each time/load step to save the converged
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state from the previous step.
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# Example
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```julia
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# At the start of a new time step
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update_cache!(cache)
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# Now solve for new states
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for elem_id in 1:n_elems
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for ip in 1:n_ips
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state_old = get_old_state(cache, ip, elem_id)
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# ... solve for state_new ...
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set_state!(cache, ip, elem_id, state_new)
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end
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end
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```
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"""
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function update_cache!(cache::GlobalMaterialCache)
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cache.states_old .= cache.states
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return nothing
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end
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"""
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reset_cache!(cache::GlobalMaterialCache)
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Reset all states to zero (for restarting analysis).
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# Example
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```julia
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reset_cache!(cache)
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# All states now zero-initialized
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```
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"""
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function reset_cache!(cache::GlobalMaterialCache{StateType}) where {StateType}
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zero_state = create_zero_state(StateType)
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fill!(cache.states, zero_state)
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fill!(cache.states_old, zero_state)
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return nothing
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end
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# ============================================================================
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# HELPER FUNCTIONS FOR STATE VARIABLE ACCESS
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# ============================================================================
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"""
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get_state_variable(state::NamedTuple, var_type::Type{<:AbstractStateVariable})
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Extract a specific state variable from a state NamedTuple.
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# Arguments
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- `state`: State NamedTuple (e.g., from `get_state(cache, ip)`)
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- `var_type`: State variable type (e.g., `PlasticStrain`)
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# Returns
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Value of the requested state variable
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# Example
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```julia
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state = get_state(cache, 1) # → (ε_p=..., α=..., κ=...)
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ε_p = get_state_variable(state, PlasticStrain)
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α = get_state_variable(state, Backstress)
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κ = get_state_variable(state, EquivalentPlasticStrain)
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```
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"""
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@generated function get_state_variable(state::StateType, var_type::Type{VarType}) where {StateType<:NamedTuple, VarType<:AbstractStateVariable}
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# Get the symbol for this state variable
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sym = default_symbol(VarType)
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# Check if state has this field
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if hasfield(StateType, sym)
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return :(state.$sym)
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else
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error("State type $StateType does not have field $sym for variable $VarType")
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end
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end
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"""
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set_state_variable(state::NamedTuple, var_type::Type{<:AbstractStateVariable}, value)
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Create new state NamedTuple with updated variable value.
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Returns a new NamedTuple (immutable update).
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# Arguments
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- `state`: Current state NamedTuple
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- `var_type`: State variable type to update
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- `value`: New value for the state variable
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# Returns
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New state NamedTuple with updated value
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# Example
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```julia
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state = get_state(cache, 1)
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new_state = set_state_variable(state, PlasticStrain, new_ε_p)
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set_state!(cache, 1, new_state)
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```
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"""
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@generated function set_state_variable(state::StateType, var_type::Type{VarType}, value) where {StateType<:NamedTuple, VarType<:AbstractStateVariable}
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# Get the symbol for this state variable
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sym = default_symbol(VarType)
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# Check if state has this field
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if hasfield(StateType, sym)
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return :(merge(state, NamedTuple{($(QuoteNode(sym)),)}((value,))))
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else
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error("State type $StateType does not have field $sym for variable $VarType")
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end
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end
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