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Addressing Ben and Stephanie's comments for p91 material model pr
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 added another p91 test that runs a creep simulation reproducing results from the milestone report
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@lynnmunday
lynnmunday committed Nov 24, 2020
1 parent 11db9ab commit cf536b4
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16 changes: 8 additions & 8 deletions doc/content/source/materials/P91LAROMANCEStressUpdate.md
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Expand Up @@ -2,24 +2,24 @@

## Description

`P91LAROMANCEStressUpdate` implements the necessary coefficients to compute a creep rate for HT9
stainless steel by sampling a Los Alamos Reduced Order Model Applied to Nonlinear Constitutive
`P91LAROMANCEStressUpdate` implements the necessary coefficients to compute a creep rate for Grade 91
chrome moly alloy steel by sampling a Los Alamos Reduced Order Model Applied to Nonlinear Constitutive
Equations (LAROMANCE) model. `P91LAROMANCEStressUpdate` implements the coefficients required by
[ADLAROMANCEStressUpdateBase](ADLAROMANCEStressUpdateBase.md), which in turn utilizes the radial
[ADLAROMANCEStressUpdateBase](LAROMANCE.md), which in turn utilizes the radial
return method implemented in [ADRadialReturnStressUpdate](/ADRadialReturnStressUpdate.md) to
compute a creep rate. The coefficients are formulated by many precomputed lower-length scale
simulations, and calibrated to Legendre polynomials. See
ADLAROMANCEStressUpdateBase](ADLAROMANCEStressUpdateBase.md) for a more extensive review of the
[ADLAROMANCEStressUpdateBase](LAROMANCE.md) for a more extensive review of the
model.

## Example Input Syntax

!listing test/tests/tensor_mechanics/ht9_rom/2drz.i block=Materials/rom_stress_prediction
!listing test/tests/p91_rom/verification.i block=Materials/rom_stress_prediction

!syntax parameters /Materials/tensor_mechanics/P91LAROMANCEStressUpdate
!syntax parameters /Materials/P91LAROMANCEStressUpdate

!syntax inputs /Materials/tensor_mechanics/P91LAROMANCEStressUpdate
!syntax inputs /Materials/P91LAROMANCEStressUpdate

!syntax children /Materials/tensor_mechanics/P91LAROMANCEStressUpdate
!syntax children /Materials/P91LAROMANCEStressUpdate

!bibtex bibliography
1 change: 1 addition & 0 deletions include/materials/P91LAROMANCEStressUpdate.h
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Expand Up @@ -45,4 +45,5 @@ class P91LAROMANCEStressUpdate : public ADLAROMANCEStressUpdateBase
virtual std::vector<std::vector<std::vector<Real>>> getInputLimits() override;
virtual std::vector<std::vector<std::vector<Real>>> getCoefs() override;
virtual std::vector<unsigned int> getTilings() override;
virtual Real romStrainCutoff() override { return 1.0e-9; }
};
196 changes: 31 additions & 165 deletions src/materials/P91LAROMANCEStressUpdate.C
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Expand Up @@ -35,9 +35,9 @@ P91LAROMANCEStressUpdate::validParams()
"Maximum increment of density of cell (glissile) dislocations.");
params.addRangeCheckedParam<Real>(
"initial_wall_dislocation_density",
6.0e12,
10.0e12,
"initial_wall_dislocation_density >= 6.0e12 & "
"initial_wall_dislocation_density <= 6.0e12",
"initial_wall_dislocation_density <= 18.0e12",
"Cell wall (locked) dislocation density initial value (1/m^2).");
params.addRangeCheckedParam<Real>(
"max_relative_wall_dislocation_increment",
Expand All @@ -55,175 +55,41 @@ P91LAROMANCEStressUpdate::P91LAROMANCEStressUpdate(const InputParameters & param
std::vector<unsigned int>
P91LAROMANCEStressUpdate::getTilings()
{
// indicies are [input]
return {1, 1, 3, 1, 3, 1};
}

std::vector<std::vector<std::vector<ROMInputTransform>>>
P91LAROMANCEStressUpdate::getTransform()
{
return {{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}},
{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}},
{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}},
{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}},
{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}},
{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}},
{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}},
{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}},
{{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG},
{ROMInputTransform::LINEAR,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG,
ROMInputTransform::LOG,
ROMInputTransform::LINEAR,
ROMInputTransform::LOG}}};
// clang-format off
return {{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}},
{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}},
{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}},
{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}},
{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}},
{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}},
{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}},
{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}},
{{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG},
{ROMInputTransform::LINEAR, ROMInputTransform::LINEAR, ROMInputTransform::LOG, ROMInputTransform::LOG, ROMInputTransform::LINEAR, ROMInputTransform::LOG}}};
// clang-format on
}

std::vector<std::vector<std::vector<Real>>>
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12 changes: 0 additions & 12 deletions test/tests/d91_rom/gold/verification_out.csv
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28 changes: 0 additions & 28 deletions test/tests/d91_rom/tests
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