NEML2 1.4.0
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BackwardEulerTimeIntegration.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
5// OPEN SOURCE LICENSE (MIT)
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24
25#include "neml2/models/BackwardEulerTimeIntegration.h"
26
27namespace neml2
28{
30register_NEML2_object(VecBackwardEulerTimeIntegration);
31register_NEML2_object(SR2BackwardEulerTimeIntegration);
32
33template <typename T>
36{
38 options.doc() =
39 "Define the backward Euler time integration residual \\f$ r = s - s_n - (t - t_n) \\dot{s} "
40 "\\f$, where \\f$s\\f$ is the variable being integrated, \\f$\\dot{s}\\f$ is the variable "
41 "rate, and \\f$t\\f$ is time. Subscripts \\f$n\\f$ denote quantities from the previous time "
42 "step.";
43
45
46 options.set<VariableName>("variable");
47 options.set("variable").doc() = "Variable being integrated";
48
49 options.set<VariableName>("variable_rate");
50 options.set("variable_rate").doc() = "Variable rate";
51
52 options.set<VariableName>("time") = VariableName("t");
53 options.set("time").doc() = "Time";
54
55 return options;
56}
57
58template <typename T>
60 : Model(options),
61 _var_name(options.get<VariableName>("variable")),
62 _var_rate_name(options.get<LabeledAxisAccessor>("variable_rate").empty()
63 ? _var_name.with_suffix("_rate")
64 : options.get<LabeledAxisAccessor>("variable_rate")),
65 _r(declare_output_variable<T>(_var_name.on("residual"))),
66 _ds_dt(declare_input_variable<T>(_var_rate_name.on("state"))),
67 _s(declare_input_variable<T>(_var_name.on("state"))),
68 _sn(declare_input_variable<T>(_var_name.on("old_state"))),
69 _t(declare_input_variable<Scalar>(options.get<VariableName>("time").on("forces"))),
70 _tn(declare_input_variable<Scalar>(options.get<VariableName>("time").on("old_forces")))
71{
72}
73
74template <typename T>
75void
77{
78 if (out)
79 _r = _s - _sn - _ds_dt * (_t - _tn);
80
81 if (dout_din || d2out_din2)
82 {
83 auto I = BatchTensor::identity(T::const_base_storage, options());
84
85 if (dout_din)
86 {
87 _r.d(_s) = I;
88 _r.d(_ds_dt) = -I * (_t - _tn);
90 {
91 _r.d(_sn) = -I;
92 _r.d(_t) = -_ds_dt;
93 _r.d(_tn) = _ds_dt;
94 }
95 }
96
97 if (d2out_din2)
98 {
99 _r.d(_ds_dt, _t) = -I;
100 _r.d(_ds_dt, _tn) = I;
102 {
103 _r.d(_t, _ds_dt) = -I;
104 _r.d(_tn, _ds_dt) = I;
105 }
106 }
107 }
108}
109
113} // namespace neml2
BackwardEulerTimeIntegration(const OptionSet &options)
Definition BackwardEulerTimeIntegration.cxx:59
static OptionSet expected_options()
Definition BackwardEulerTimeIntegration.cxx:35
void set_value(bool out, bool dout_din, bool d2out_din2) override
The map between input -> output, and optionally its derivatives.
Definition BackwardEulerTimeIntegration.cxx:76
static BatchTensor identity(TorchSize n, const torch::TensorOptions &options=default_tensor_options())
Unbatched identity tensor.
Definition BatchTensor.cxx:91
The wrapper (decorator) for cross-referencing unresolved values at parse time.
Definition CrossRef.h:52
CrossRef()=default
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
@ UPDATING
Definition Model.h:188
static OptionSet expected_options()
Definition Model.cxx:32
static enum neml2::Model::Stage stage
Definition Model.cxx:29
static void enable_automatic_scaling(OptionSet &options)
Definition NonlinearSystem.cxx:62
A custom map-like data structure. The keys are strings, and the values can be nonhomogeneously typed.
Definition OptionSet.h:59
const std::string & doc() const
A readonly reference to the option set's docstring.
Definition OptionSet.h:91
T & set(const std::string &)
Definition OptionSet.h:436
The (logical) scalar.
Definition Scalar.h:38
Definition CrossRef.cxx:32
LabeledAxisAccessor VariableName
Definition Variable.h:35