NEML2 1.4.0
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ArrheniusParameter.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/ArrheniusParameter.h"
26
27namespace neml2
28{
29register_NEML2_object(ArrheniusParameter);
30
33{
35 options.doc() = "Define the nonlinear parameter as a function of temperature according to the "
36 "Arrhenius law \\f$ p = p_0 \\exp \\left( -\\frac{Q}{RT} \\right) \\f$, where "
37 "\\f$ p_0 \\f$ is the reference value, \\f$ Q \\f$ is the activation energy, "
38 "\\f$ R \\f$ is the ideal gas constant, and \\f$ T \\f$ is the temperature.";
39
40 options.set<CrossRef<Scalar>>("reference_value");
41 options.set("reference_value").doc() = "Reference value";
42
43 options.set<CrossRef<Scalar>>("activation_energy");
44 options.set("activation_energy").doc() = "Activation energy";
45
46 options.set<Real>("ideal_gas_constant");
47 options.set("ideal_gas_constant").doc() = "The ideal gas constant";
48
49 options.set<VariableName>("temperature") = VariableName("forces", "T");
50 options.set("temperature").doc() = "Temperature";
51
52 return options;
53}
54
56 : NonlinearParameter<Scalar>(options),
57 _p0(declare_parameter<Scalar>("p0", "reference_value")),
58 _Q(declare_parameter<Scalar>("Q", "activation_energy")),
59 _R(options.get<Real>("ideal_gas_constant")),
60 _T(declare_input_variable<Scalar>("temperature"))
61{
62}
63
64void
66{
67 const auto p = _p0 * math::exp(-_Q / _R / _T);
68
69 if (out)
70 _p = p;
71
72 if (dout_din || d2out_din2)
73 {
74 const auto dp_dT = p * _Q / _R / _T / _T;
75
76 if (dout_din)
77 _p.d(_T) = dp_dT;
78
79 if (d2out_din2)
80 _p.d(_T, _T) = dp_dT * _Q / _R / _T / _T - 2 * p * _Q / _R / _T / _T / _T;
81 }
82}
83} // namespace neml2
A scalar-valued parameter following an Arrhenius type relation.
Definition ArrheniusParameter.h:35
ArrheniusParameter(const OptionSet &options)
Definition ArrheniusParameter.cxx:55
const Variable< Scalar > & _T
Temperature.
Definition ArrheniusParameter.h:54
const Scalar & _Q
Activation energy.
Definition ArrheniusParameter.h:48
static OptionSet expected_options()
Definition ArrheniusParameter.cxx:32
const Real _R
The ideal gas constant.
Definition ArrheniusParameter.h:51
const Scalar & _p0
The parameter's reference value.
Definition ArrheniusParameter.h:45
void set_value(bool out, bool dout_din, bool d2out_din2) override
The map between input -> output, and optionally its derivatives.
Definition ArrheniusParameter.cxx:65
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
const torch::TensorOptions & options() const
This model's tensor options.
Definition Model.h:116
The base class for nonlinear parameters.
Definition NonlinearParameter.h:51
Variable< Scalar > & _p
The nonlinear parameter.
Definition NonlinearParameter.h:62
static OptionSet expected_options()
Definition NonlinearParameter.cxx:31
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
Derivative d(const VariableBase &x)
Create a wrapper representing the derivative dy/dx.
Definition Variable.cxx:102
Derived exp(const Derived &a)
Definition BatchTensorBase.h:448
Definition CrossRef.cxx:32
double Real
Definition types.h:31
LabeledAxisAccessor VariableName
Definition Variable.h:35