NEML2 1.4.0
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PlasticVorticity.cxx
1// Copyright 2023, UChicago Argonne, LLC
2// All Rights Reserved
3// Software Name: NEML2 -- the New Engineering material Model Library, version 2
4// By: Argonne National Laboratory
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24
25#include "neml2/models/solid_mechanics/crystal_plasticity/PlasticVorticity.h"
26#include "neml2/models/crystallography/CrystalGeometry.h"
27
28#include "neml2/tensors/tensors.h"
29#include "neml2/tensors/list_tensors.h"
30
31namespace neml2
32{
33register_NEML2_object(PlasticVorticity);
34
37{
39
40 options.doc() = "Caclulates the plastic vorcitity as \\f$ w^p = \\sum_{i=1}^{n_{slip}} "
41 "\\dot{\\gamma}_i Q \\operatorname{skew}{\\left(d_i \\otimes n_i \\right)} Q^T "
42 "\\f$ with \\f$ d^p \\f$ the plastic deformation rate, \\f$ \\dot{\\gamma}_i "
43 "\\f$ the slip rate on the ith slip system, \\f$Q \\f$ the orientation, \\f$ d_i "
44 "\\f$ the slip system direction, and \\f$ n_i \\f$ the slip system normal.";
45
46 options.set<VariableName>("plastic_vorticity") =
47 VariableName("state", "internal", "plastic_vorticity");
48 options.set("plastic_vorticity").doc() = "The name of the plastic vorticity tensor";
49
50 options.set<VariableName>("orientation") = VariableName("state", "orientation_matrix");
51 options.set("orientation").doc() = "The name of the orientation matrix tensor";
52
53 options.set<VariableName>("slip_rates") = VariableName("state", "internal", "slip_rates");
54 options.set("slip_rates").doc() = "The name of the tensor containg the current slip rates";
55
56 options.set<std::string>("crystal_geometry_name") = "crystal_geometry";
57 options.set("crystal_geometry_name").doc() =
58 "The name of the Data object containing the crystallographic information for the material";
59
60 return options;
61}
62
64 : Model(options),
65 _crystal_geometry(register_data<crystallography::CrystalGeometry>(
66 options.get<std::string>("crystal_geometry_name"))),
67 _Wp(declare_output_variable<WR2>("plastic_vorticity")),
68 _R(declare_input_variable<R2>("orientation")),
69 _gamma_dot(declare_input_variable_list<Scalar>(_crystal_geometry.nslip(), "slip_rates"))
70{
71}
72
73void
75{
76 neml_assert_dbg(!d2out_din2, "Second derivative not implemented.");
77
78 const auto Wp_crystal = (Scalar(_gamma_dot.value()) * _crystal_geometry.W()).list_sum();
79
80 if (out)
81 _Wp = Wp_crystal.rotate(R2(_R));
82
83 if (dout_din)
84 {
85 _Wp.d(_gamma_dot) =
86 BatchTensor(_crystal_geometry.W().rotate(R2(_R).batch_unsqueeze(-1)), batch_dim())
87 .base_transpose(-1, -2);
88 _Wp.d(_R) = Wp_crystal.drotate(R2(_R));
89 }
90}
91} // namespace neml2
BatchTensor base_transpose(TorchSize d1, TorchSize d2) const
Transpose two base dimensions.
Definition BatchTensorBase.cxx:299
Definition BatchTensor.h:32
The wrapper (decorator) for cross-referencing unresolved values at parse time.
Definition CrossRef.h:52
The accessor containing all the information needed to access an item in a LabeledAxis.
Definition LabeledAxisAccessor.h:44
The base class for all constitutive models.
Definition Model.h:53
TorchSize batch_dim() const
This model's batch dim.
Definition Model.h:110
const torch::TensorOptions & options() const
This model's tensor options.
Definition Model.h:116
static OptionSet expected_options()
Definition Model.cxx:32
A custom map-like data structure. The keys are strings, and the values can be nonhomogeneously typed.
Definition OptionSet.h:59
Calculate the plastic vorticity with the default crystal kinetics.
Definition PlasticVorticity.h:38
PlasticVorticity(const OptionSet &options)
Definition PlasticVorticity.cxx:63
const Variable< R2 > & _R
Orientation.
Definition PlasticVorticity.h:55
const Variable< BatchTensor > & _gamma_dot
Slip rate.
Definition PlasticVorticity.h:58
const crystallography::CrystalGeometry & _crystal_geometry
Crystal geometry class with slip geometry.
Definition PlasticVorticity.h:49
Variable< WR2 > & _Wp
Plastic vorticity.
Definition PlasticVorticity.h:52
static OptionSet expected_options()
Definition PlasticVorticity.cxx:36
void set_value(bool out, bool dout_din, bool d2out_din2) override
Set the plastic vorticity and derivatives.
Definition PlasticVorticity.cxx:74
A basic R2.
Definition R2.h:42
The (logical) scalar.
Definition Scalar.h:38
A skew rank 2, represented as an axial vector.
Definition WR2.h:43
Definition CrossRef.cxx:32
void neml_assert_dbg(bool assertion, Args &&... args)
Definition error.h:85
LabeledAxisAccessor VariableName
Definition Variable.h:35