NEML2 1.4.0
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SumSlipRates.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/SumSlipRates.h"
26
27#include "neml2/models/crystallography/CrystalGeometry.h"
28
29#include "neml2/tensors/tensors.h"
30#include "neml2/tensors/list_tensors.h"
31
32namespace neml2
33{
34register_NEML2_object(SumSlipRates);
35
38{
40 options.doc() = "Calculates the sum of the absolute value of all the slip rates as \\f$ "
41 "\\sum_{i=1}^{n_{slip}} \\left| \\dot{\\gamma}_i \\right| \\f$.";
42
43 options.set<VariableName>("slip_rates") = VariableName("state", "internal", "slip_rates");
44 options.set("slip_rates").doc() = "The name of individual slip rates";
45
46 options.set<VariableName>("sum_slip_rates") = VariableName("state", "internal", "sum_slip_rates");
47 options.set("sum_slip_rates").doc() = "The outut name for the scalar sum of the slip rates";
48
49 options.set<std::string>("crystal_geometry_name") = "crystal_geometry";
50 options.set("crystal_geometry_name").doc() =
51 "The name of the Data object containing the crystallographic information";
52
53 return options;
54}
55
57 : Model(options),
58 _crystal_geometry(register_data<crystallography::CrystalGeometry>(
59 options.get<std::string>("crystal_geometry_name"))),
60 _sg(declare_output_variable<Scalar>("sum_slip_rates")),
61 _g(declare_input_variable_list<Scalar>(_crystal_geometry.nslip(), "slip_rates"))
62{
63}
64
65void
67{
68 neml_assert_dbg(!d2out_din2, "Second derivative not implemented.");
69
70 // Grab the input
71 const auto g = Scalar(_g, batch_dim() + 1);
72
73 if (out)
74 _sg = math::abs(g).batch_sum(-1);
75
76 if (dout_din)
78}
79
80} // namespace neml2
BatchTensor base_unsqueeze(TorchSize d) const
Unsqueeze a base dimension.
Definition BatchTensorBase.cxx:282
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
The (logical) scalar.
Definition Scalar.h:38
A helper model to calculate the sum of the absolute value of the slip rates.
Definition SumSlipRates.h:38
SumSlipRates(const OptionSet &options)
Definition SumSlipRates.cxx:56
Variable< Scalar > & _sg
Sum of the absolute slip rates.
Definition SumSlipRates.h:58
const Variable< BatchTensor > & _g
Slip rates.
Definition SumSlipRates.h:61
static OptionSet expected_options()
Definition SumSlipRates.cxx:37
void set_value(bool out, bool dout_din, bool d2out_din2) override
Calculate the sum and the derivatives.
Definition SumSlipRates.cxx:66
Derivative d(const VariableBase &x)
Create a wrapper representing the derivative dy/dx.
Definition Variable.cxx:102
Derived abs(const Derived &a)
Definition BatchTensorBase.h:457
Derived sign(const Derived &a)
Definition BatchTensorBase.h:360
Definition CrossRef.cxx:32
void neml_assert_dbg(bool assertion, Args &&... args)
Definition error.h:85
LabeledAxisAccessor VariableName
Definition Variable.h:35