- lower_bound0Distribution lower bound
Default:0
C++ Type:double
Description:Distribution lower bound
- upper_bound1Distribution upper bound
Default:1
C++ Type:double
Description:Distribution upper bound
UniformDistribution
Description
The uniform distribution is a probability distribution that has constant probability. This is a continuous uniform distribution with the probability density function:
if , then if or , then where and are the lower bound and upper bound for the uniform distribution, respectively.
Example Input Syntax
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
/opt/civet/build_0/moose/modules/stochastic_tools/test/tests/distributions/uniform.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Postprocessors]
[cdf]
type = TestDistributionPostprocessor
distribution = uniform
value = 7.5
method = cdf
execute_on = initial
[]
[pdf]
type = TestDistributionPostprocessor
distribution = uniform
value = 7.5
method = pdf
execute_on = initial
[]
[quantile]
type = TestDistributionPostprocessor
distribution = uniform
value = 0.5
method = quantile
execute_on = initial
[]
[]
[Executioner]
type = Steady
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL'
csv = true
[]
Input Parameters
- control_tagsAdds user-defined labels for accessing object parameters via control logic.
C++ Type:std::vector
Options:
Description:Adds user-defined labels for accessing object parameters via control logic.
- enableTrueSet the enabled status of the MooseObject.
Default:True
C++ Type:bool
Options:
Description:Set the enabled status of the MooseObject.
Advanced Parameters
Input Files
- modules/stochastic_tools/test/tests/samplers/execute_on/initial.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer/monte_carlo.i
- modules/stochastic_tools/test/tests/transfers/sampler_postprocessor/errors/require_stochastic_results.i
- modules/stochastic_tools/test/tests/distributions/normal_direct_type_error.i
- modules/stochastic_tools/test/tests/multiapps/batch_full_solve_multiapp/master_full_solve.i
- modules/stochastic_tools/test/tests/transfers/batch_sampler_transfer/master.i
- modules/stochastic_tools/test/tests/transfers/errors/master_wrong_control.i
- modules/stochastic_tools/examples/batch/full_solve.i
- modules/stochastic_tools/test/tests/multiapps/commandline_control/master_multiple.i
- modules/stochastic_tools/test/tests/transfers/sobol/sobol.i
- modules/stochastic_tools/test/tests/multiapps/sampler_transient_multiapp/master_transient.i
- modules/stochastic_tools/test/tests/multiapps/sampler_full_solve_multiapp/master_full_solve.i
- modules/stochastic_tools/test/tests/multiapps/batch_commandline_control/master_single.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer_vector/master.i
- modules/stochastic_tools/test/tests/vectorpostprocessors/stochastic_results/master.i
- modules/stochastic_tools/test/tests/transfers/errors/master_multiapp_type_error.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_multiapp_type_error.i
- modules/stochastic_tools/test/tests/multiapps/batch_commandline_control/master_wrong_num_params.i
- modules/stochastic_tools/test/tests/multiapps/commandline_control/master_wrong_size.i
- modules/stochastic_tools/test/tests/samplers/sobol/sobol.i
- modules/stochastic_tools/test/tests/transfers/sampler_postprocessor/master.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_missing_control.i
- modules/stochastic_tools/test/tests/transfers/errors/master_missing_control.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer_vector/master_not_enough_data.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_wrong_control.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer/sobol.i
- modules/stochastic_tools/test/tests/samplers/monte_carlo/monte_carlo_uniform.i
- modules/stochastic_tools/test/tests/vectorpostprocessors/stochastic_results_complete_history/master.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_transfer_wrong_sampler.i
- modules/stochastic_tools/test/tests/multiapps/commandline_control/master_wrong_num_params.i
- modules/stochastic_tools/test/tests/transfers/sampler_postprocessor/errors/wrong_multi_app.i
- modules/stochastic_tools/test/tests/vectorpostprocessors/multiple_stochastic_results/master.i
- modules/stochastic_tools/test/tests/transfers/errors/master_num_parameters_wrong.i
- modules/stochastic_tools/test/tests/multiapps/batch_commandline_control/master_wrong_size.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer_vector/master_size_mismatch.i
- modules/stochastic_tools/examples/batch/transient.i
- modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_num_parameters_wrong.i
- modules/stochastic_tools/test/tests/multiapps/batch_sampler_transient_multiapp/master_transient.i
- modules/stochastic_tools/test/tests/ics/random_ic_distribution_test/random_ic_distribution_test.i
- modules/stochastic_tools/test/tests/multiapps/commandline_control/master_single.i
- modules/stochastic_tools/test/tests/transfers/monte_carlo/monte_carlo.i
- modules/stochastic_tools/test/tests/multiapps/batch_commandline_control/master_multiple.i
- modules/stochastic_tools/test/tests/distributions/uniform.i
modules/stochastic_tools/test/tests/samplers/execute_on/initial.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = -42
upper_bound = 42
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 10
distributions = 'uniform'
execute_on = 'initial' # Create random numbers on initial only, they remain the same with time.
[]
[]
[VectorPostprocessors]
[data]
type = SamplerData
sampler = sample
execute_on = 'INITIAL TIMESTEP_END'
[]
[]
[Executioner]
type = Transient
num_steps = 3
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
csv = true
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer/monte_carlo.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_right'
execute_on = INITIAL
[]
[]
[MultiApps]
[sub]
type = SamplerFullSolveMultiApp
input_files = sub.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
execute_on = INITIAL
check_multiapp_execute_on = false
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/transfers/sampler_postprocessor/errors/require_stochastic_results.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = SobolSampler
num_rows = 3
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
execute_on = INITIAL
check_multiapp_execute_on = false
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = sub
sampler = sample
to_vector_postprocessor = storage
from_postprocessor = avg
execute_on = timestep_end
check_multiapp_execute_on = false
[]
[]
[VectorPostprocessors]
[storage]
type = ConstantVectorPostprocessor
value = 0
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
csv = true
[]
modules/stochastic_tools/test/tests/distributions/normal_direct_type_error.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[this_is_the_wrong_type]
type = UniformDistribution
lower_bound = 0
upper_bound = 1
[]
[]
[Postprocessors]
[cdf]
type = TestDistributionDirectPostprocessor
distribution = this_is_the_wrong_type
value = 0
method = cdf
execute_on = initial
[]
[]
[Executioner]
type = Steady
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL'
csv = true
[]
modules/stochastic_tools/test/tests/multiapps/batch_full_solve_multiapp/master_full_solve.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
kernel_coverage_check = false
solve = false
[]
[Distributions]
[uniform_0]
type = UniformDistribution
lower_bound = 0.1
upper_bound = 0.3
[]
[]
[Samplers]
[mc]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_0'
[]
[]
[Executioner]
type = Steady
[]
[MultiApps]
[runner]
type = SamplerFullSolveMultiApp
sampler = mc
input_files = 'sub.i'
mode = batch-reset
[]
[]
[Transfers]
[data]
type = SamplerPostprocessorTransfer
multi_app = runner
sampler = mc
to_vector_postprocessor = storage
from_postprocessor = average
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
samplers = mc
[]
[]
[Outputs]
csv = true
execute_on = 'FINAL'
[]
modules/stochastic_tools/test/tests/transfers/batch_sampler_transfer/master.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
kernel_coverage_check = false
solve = false
[]
[Distributions]
[uniform_0]
type = UniformDistribution
lower_bound = 100
upper_bound = 200
[]
[uniform_1]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[mc]
type = MonteCarloSampler
num_rows = 15
distributions = 'uniform_0 uniform_1'
execute_on = INITIAL
[]
[]
[Executioner]
type = Steady
[]
[MultiApps]
[runner]
type = SamplerFullSolveMultiApp
sampler = mc
input_files = 'sub.i'
mode = batch-reset
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = runner
sampler = mc
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = runner
sampler = mc
to_vector_postprocessor = storage
from_postprocessor = average
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
samplers = mc
execute_on = 'INITIAL TIMESTEP_END'
[]
[data]
type = SamplerData
sampler = mc
[]
[]
[Outputs]
csv = true
execute_on = 'TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/transfers/errors/master_wrong_control.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_right'
execute_on = 'initial timestep_end'
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub_wrong_control.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/examples/batch/full_solve.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
kernel_coverage_check = false
solve = false
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 1
upper_bound = 9
[]
[]
[Samplers]
[mc]
type = MonteCarloSampler
n_samples = 10
distributions = 'uniform uniform'
[]
[]
[Executioner]
type = Steady
[]
[MultiApps]
[runner]
type = SamplerFullSolveMultiApp
sampler = mc
input_files = 'sub.i'
mode = batch-restore
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = runner
parameters = 'BCs/left/value BCs/right/value'
to_control = receiver
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = runner
vector_postprocessor = storage
postprocessor = average
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
[]
[]
[Postprocessors]
[total]
type = MemoryUsage
execute_on = 'INITIAL TIMESTEP_END'
[]
[per_proc]
type = MemoryUsage
value_type = "average"
execute_on = 'INITIAL TIMESTEP_END'
[]
[max_proc]
type = MemoryUsage
value_type = "max_process"
execute_on = 'INITIAL TIMESTEP_END'
[]
[]
[Outputs]
csv = true
perf_graph = true
[]
modules/stochastic_tools/test/tests/multiapps/commandline_control/master_multiple.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
type = FEProblem
solve = false
[]
[Executioner]
type = Steady
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform uniform'
execute_on = 'PRE_MULTIAPP_SETUP'
[]
[]
[MultiApps]
[sub]
type = FullSolveMultiApp
positions = '0 0 0
1 1 1
2 2 2'
input_files = 'sub.i'
[]
[]
[Controls]
[cmdline]
type = MultiAppCommandLineControl
multi_app = sub
sampler = sample
param_names = 'Mesh/xmax Mesh/ymax'
[]
[]
modules/stochastic_tools/test/tests/transfers/sobol/sobol.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = SobolSampler
num_rows = 3
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
execute_on = INITIAL
check_multiapp_execute_on = false
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/multiapps/sampler_transient_multiapp/master_transient.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
kernel_coverage_check = false
solve = false
[]
[Distributions]
[uniform_0]
type = UniformDistribution
lower_bound = 0.1
upper_bound = 0.3
[]
[]
[Samplers]
[mc]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_0'
[]
[]
[Executioner]
type = Transient
num_steps = 5
[]
[MultiApps]
[runner]
type = SamplerTransientMultiApp
sampler = mc
input_files = 'sub.i'
[]
[]
modules/stochastic_tools/test/tests/multiapps/sampler_full_solve_multiapp/master_full_solve.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
kernel_coverage_check = false
solve = false
[]
[Distributions]
[uniform_0]
type = UniformDistribution
lower_bound = 0.1
upper_bound = 0.3
[]
[]
[Samplers]
[mc]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_0'
[]
[]
[Executioner]
type = Steady
[]
[MultiApps]
[runner]
type = SamplerFullSolveMultiApp
sampler = mc
input_files = 'sub.i'
[]
[]
modules/stochastic_tools/test/tests/multiapps/batch_commandline_control/master_single.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
type = FEProblem
solve = false
[]
[Executioner]
type = Steady
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform'
execute_on = 'PRE_MULTIAPP_SETUP'
[]
[]
[MultiApps]
[sub]
type = SamplerFullSolveMultiApp
sampler = sample
input_files = 'sub.i'
mode = batch-reset
[]
[]
[Transfers]
[data]
type = SamplerPostprocessorTransfer
multi_app = sub
sampler = sample
to_vector_postprocessor = storage
from_postprocessor = size
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
samplers = sample
[]
[]
[Controls]
[cmdline]
type = MultiAppCommandLineControl
multi_app = sub
sampler = sample
param_names = 'Mesh/xmax'
[]
[]
[Outputs]
[out]
type = CSV
execute_on = FINAL
[]
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer_vector/master.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[uniform_right]
type = UniformDistribution
lower_bound = 10
upper_bound = 20
[]
[uniform_prop_a]
type = UniformDistribution
lower_bound = 1980
upper_bound = 1981
[]
[uniform_prop_b]
type = UniformDistribution
lower_bound = 1949
upper_bound = 1950
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_prop_a uniform_prop_b uniform_right'
execute_on = 'initial timestep_end' # create new random numbers on initial and timestep_end
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
execute_on = 'initial timestep_end'
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value Materials/mat/prop_values BCs/right/value'
to_control = 'stochastic'
execute_on = 'initial timestep_end'
check_multiapp_execute_on = false
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'initial timestep_end'
[]
modules/stochastic_tools/test/tests/vectorpostprocessors/stochastic_results/master.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = SobolSampler
num_rows = 3
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = sub
sampler = sample
to_vector_postprocessor = storage
from_postprocessor = avg
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
parallel_type = DISTRIBUTED
samplers = sample
[]
[]
[Executioner]
type = Transient
num_steps = 1
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
[out]
type = CSV
execute_on = FINAL
[]
[]
modules/stochastic_tools/test/tests/transfers/errors/master_multiapp_type_error.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform'
execute_on = 'initial timestep_end'
[]
[]
[MultiApps]
[sub]
type = TransientMultiApp
input_files = sub.i
positions = '0 0 0'
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochasticsub'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_multiapp_type_error.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = TransientMultiApp
input_files = sub.i
positions = '0 0 0'
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochasticsub'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/multiapps/batch_commandline_control/master_wrong_num_params.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
type = FEProblem
solve = false
[]
[Executioner]
type = Steady
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform uniform'
execute_on = 'initial timestep_end'
[]
[]
[MultiApps]
[sub]
type = FullSolveMultiApp
positions = '0 0 0
1 1 1
2 2 2'
input_files = 'sub.i'
[]
[]
[Controls]
[cmdline]
type = MultiAppCommandLineControl
multi_app = sub
sampler = sample
param_names = 'Mesh/xmax Mesh/ymax Mesh/zmax'
[]
[]
modules/stochastic_tools/test/tests/multiapps/commandline_control/master_wrong_size.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
type = FEProblem
solve = false
[]
[Executioner]
type = Steady
[]
[MultiApps]
[sub]
type = FullSolveMultiApp
positions = '0 0 0
1 1 1'
input_files = 'sub.i'
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 10
distributions = 'uniform'
execute_on = PRE_MULTIAPP_SETUP
[]
[]
[Controls]
[cmdline]
type = MultiAppCommandLineControl
multi_app = sub
sampler = sample
arguments = 'Mesh/nx'
[]
[]
modules/stochastic_tools/test/tests/samplers/sobol/sobol.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[d0]
type = UniformDistribution
lower_bound = 0
upper_bound = 1
[]
[d1]
type = UniformDistribution
lower_bound = 10
upper_bound = 11
[]
[d2]
type = UniformDistribution
lower_bound = 100
upper_bound = 101
[]
[]
[Samplers]
[sample]
type = SobolSampler
num_rows = 4
distributions = 'd0 d1 d2'
execute_on = 'initial'
[]
[]
[VectorPostprocessors]
[data]
type = SamplerData
sampler = sample
execute_on = 'initial'
[]
[]
[Executioner]
type = Steady
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL'
csv = true
[]
modules/stochastic_tools/test/tests/transfers/sampler_postprocessor/master.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = SobolSampler
num_rows = 3
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
execute_on = 'INITIAL TIMESTEP_BEGIN'
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
execute_on = INITIAL
check_multiapp_execute_on = false
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = sub
sampler = sample
to_vector_postprocessor = storage
from_postprocessor = avg
execute_on = TIMESTEP_BEGIN
check_multiapp_execute_on = false
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
samplers = sample
execute_on = 'INITIAL TIMESTEP_END'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
csv = true
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_missing_control.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_right'
execute_on = 'initial timestep_end'
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub_missing_control.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/transfers/errors/master_missing_control.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_right'
execute_on = 'initial timestep_end'
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub_missing_control.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer_vector/master_not_enough_data.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_prop_a]
type = UniformDistribution
lower_bound = 1980
upper_bound = 1981
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_prop_a'
execute_on = 'initial timestep_end' # create new random numbers on initial and timestep_end
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
execute_on = 'initial timestep_end'
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'Materials/mat/prop_values'
to_control = 'stochastic'
execute_on = 'initial timestep_end'
check_multiapp_execute_on = false
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'initial timestep_end'
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_wrong_control.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_right'
execute_on = 'initial timestep_end'
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub_wrong_control.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer/sobol.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = SobolSampler
num_rows = 3
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
execute_on = INITIAL
check_multiapp_execute_on = false
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/samplers/monte_carlo/monte_carlo_uniform.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 1
upper_bound = 7
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 10
distributions = 'uniform'
execute_on = 'initial timestep_end'
[]
[]
[VectorPostprocessors]
[data]
type = SamplerData
sampler = sample
execute_on = 'initial timestep_end'
[]
[]
[Executioner]
type = Steady
[]
[Problem]
#solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
csv = true
[]
modules/stochastic_tools/test/tests/vectorpostprocessors/stochastic_results_complete_history/master.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform_left uniform_right'
execute_on = 'INITIAL TIMESTEP_BEGIN'
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
execute_on = 'INITIAL TIMESTEP_BEGIN'
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = sub
sampler = sample
to_vector_postprocessor = storage
from_postprocessor = avg
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
parallel_type = REPLICATED
samplers = sample
contains_complete_history = true
execute_on = 'INITIAL TIMESTEP_END'
[]
[]
[Executioner]
type = Transient
num_steps = 2
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
[out]
type = CSV
[]
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_transfer_wrong_sampler.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[wrong]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
sampler = sample
input_files = sub.i
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = wrong
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochasticsub'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/multiapps/commandline_control/master_wrong_num_params.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
type = FEProblem
solve = false
[]
[Executioner]
type = Steady
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform uniform'
execute_on = PRE_MULTIAPP_SETUP
[]
[]
[MultiApps]
[sub]
type = FullSolveMultiApp
positions = '0 0 0
1 1 1
2 2 2'
input_files = 'sub.i'
[]
[]
[Controls]
[cmdline]
type = MultiAppCommandLineControl
multi_app = sub
sampler = sample
param_names = 'Mesh/xmax Mesh/ymax Mesh/zmax'
[]
[]
modules/stochastic_tools/test/tests/transfers/sampler_postprocessor/errors/wrong_multi_app.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = SobolSampler
num_rows = 3
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = TransientMultiApp
input_files = sub.i
positions = '0 0 0'
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
execute_on = INITIAL
check_multiapp_execute_on = false
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = sub
sampler = sample
to_vector_postprocessor = storage
from_postprocessor = avg
execute_on = timestep_end
check_multiapp_execute_on = false
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
samplers = sample
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
csv = true
[]
modules/stochastic_tools/test/tests/vectorpostprocessors/multiple_stochastic_results/master.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sobol]
type = SobolSampler
num_rows = 3
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[mc]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sobol]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sobol
[]
[mc]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = mc
[]
[]
[Transfers]
[sobol]
type = SamplerParameterTransfer
multi_app = sobol
sampler = sobol
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[sobol_data]
type = SamplerPostprocessorTransfer
multi_app = sobol
sampler = sobol
to_vector_postprocessor = storage
from_postprocessor = avg
[]
[mc]
type = SamplerParameterTransfer
multi_app = mc
sampler = mc
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[mc_data]
type = SamplerPostprocessorTransfer
multi_app = mc
sampler = mc
to_vector_postprocessor = storage
from_postprocessor = avg
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
parallel_type = REPLICATED
samplers = 'sobol mc'
[]
[]
[Executioner]
type = Transient
num_steps = 1
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
[out]
type = CSV
execute_on = FINAL
[]
[]
modules/stochastic_tools/test/tests/transfers/errors/master_num_parameters_wrong.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_right'
execute_on = 'initial timestep_end'
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value BCs/right/value'
to_control = 'stochastic'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/multiapps/batch_commandline_control/master_wrong_size.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
type = FEProblem
solve = false
[]
[Executioner]
type = Steady
[]
[MultiApps]
[sub]
type = FullSolveMultiApp
positions = '0 0 0
1 1 1'
input_files = 'sub.i'
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 10
distributions = 'uniform'
execute_on = 'initial timestep_end'
[]
[]
[Controls]
[cmdline]
type = MultiAppCommandLineControl
multi_app = sub
sampler = sample
arguments = 'Mesh/nx'
[]
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer_vector/master_size_mismatch.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_prop_a]
type = UniformDistribution
lower_bound = 1980
upper_bound = 1981
[]
[uniform_prop_b]
type = UniformDistribution
lower_bound = 1949
upper_bound = 1950
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_prop_a uniform_prop_b'
execute_on = 'initial timestep_end' # create new random numbers on initial and timestep_end
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
execute_on = 'initial timestep_end'
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'Materials/*/prop_values'
to_control = 'stochastic'
execute_on = 'initial timestep_end'
check_multiapp_execute_on = false
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'initial timestep_end'
[]
modules/stochastic_tools/examples/batch/transient.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
kernel_coverage_check = false
solve = false
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 1
upper_bound = 9
[]
[]
[Samplers]
[mc]
type = MonteCarloSampler
n_samples = 10
distributions = 'uniform uniform'
[]
[]
[Executioner]
type = Transient
num_steps = 10
[]
[MultiApps]
[runner]
type = SamplerFullSolveMultiApp
sampler = mc
input_files = 'sub.i'
execute_on = 'INITIAL TIMESTEP_END'
mode = batch-restore
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = runner
parameters = 'BCs/left/value BCs/right/value'
to_control = receiver
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = runner
vector_postprocessor = storage
postprocessor = average
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
[]
[]
[Postprocessors]
[total]
type = MemoryUsage
execute_on = 'INITIAL TIMESTEP_END'
[]
[per_proc]
type = MemoryUsage
value_type = "average"
execute_on = 'INITIAL TIMESTEP_END'
[]
[max_proc]
type = MemoryUsage
value_type = "max_process"
execute_on = 'INITIAL TIMESTEP_END'
[]
[]
[Outputs]
csv = true
perf_graph = true
[]
modules/stochastic_tools/test/tests/transfers/sampler_transfer/errors/master_num_parameters_wrong.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform_left uniform_right'
execute_on = 'initial timestep_end'
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value BCs/right/value'
to_control = 'stochastic'
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/multiapps/batch_sampler_transient_multiapp/master_transient.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
kernel_coverage_check = false
solve = false
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 2
upper_bound = 4
[]
[]
[Samplers]
[mc]
type = MonteCarloSampler
num_rows = 5
distributions = 'uniform uniform'
execute_on = 'INITIAL TIMESTEP_BEGIN'
[]
[]
[Executioner]
type = Transient
num_steps = 3
[]
[MultiApps]
[runner]
type = SamplerTransientMultiApp
sampler = mc
input_files = 'sub.i'
execute_on = 'INITIAL TIMESTEP_BEGIN'
mode = batch-restore
[]
[]
[Transfers]
[runner]
type = SamplerParameterTransfer
multi_app = runner
sampler = mc
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
[]
[data]
type = SamplerPostprocessorTransfer
multi_app = runner
sampler = mc
to_vector_postprocessor = storage
from_postprocessor = average
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
samplers = mc
execute_on = 'INITIAL TIMESTEP_END'
[]
[]
[Outputs]
csv = true
[]
modules/stochastic_tools/test/tests/ics/random_ic_distribution_test/random_ic_distribution_test.i
[Mesh]
type = GeneratedMesh
dim = 2
nx = 50
ny = 50
[]
[Variables]
[u]
order = FIRST
family = LAGRANGE
[]
[]
[AuxVariables]
[u_aux]
order = CONSTANT
family = MONOMIAL
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 1.0
upper_bound = 3.0
[]
[]
[ICs]
[u_aux]
type = RandomIC
legacy_generator = false
variable = u_aux
distribution = uniform
[]
[]
[Kernels]
[diff]
type = Diffusion
variable = u
[]
[]
[BCs]
[left]
type = DirichletBC
variable = u
boundary = 3
value = 0
[]
[right]
type = DirichletBC
variable = u
boundary = 1
value = 1
[]
[]
[VectorPostprocessors]
[histo]
type = VolumeHistogram
variable = u_aux
min_value = 0
max_value = 4
bin_number = 80
execute_on = initial
outputs = initial
[]
[]
[Executioner]
type = Steady
solve_type = 'PJFNK'
petsc_options_iname = '-pc_type -pc_hypre_type'
petsc_options_value = 'hypre boomeramg'
[]
[Outputs]
exodus = true
[initial]
type = CSV
execute_on = initial
[]
[]
modules/stochastic_tools/test/tests/multiapps/commandline_control/master_single.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
type = FEProblem
solve = false
[]
[Executioner]
type = Steady
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform'
execute_on = 'PRE_MULTIAPP_SETUP'
[]
[]
[MultiApps]
[sub]
type = FullSolveMultiApp
positions = '0 0 0
1 1 1
2 2 2'
input_files = 'sub.i'
[]
[]
[Controls]
[cmdline]
type = MultiAppCommandLineControl
multi_app = sub
sampler = sample
param_names = 'Mesh/xmax'
[]
[]
modules/stochastic_tools/test/tests/transfers/monte_carlo/monte_carlo.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform_left]
type = UniformDistribution
lower_bound = 0
upper_bound = 0.5
[]
[uniform_right]
type = UniformDistribution
lower_bound = 1
upper_bound = 2
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 10
distributions = 'uniform_left uniform_right'
execute_on = INITIAL # create random numbers on initial and use them for each timestep
[]
[]
[MultiApps]
[sub]
type = SamplerTransientMultiApp
input_files = sub.i
sampler = sample
[]
[]
[Transfers]
[sub]
type = SamplerParameterTransfer
multi_app = sub
sampler = sample
parameters = 'BCs/left/value BCs/right/value'
to_control = 'stochastic'
execute_on = INITIAL
check_multiapp_execute_on = false
[]
[]
[Executioner]
type = Transient
num_steps = 5
dt = 0.01
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL TIMESTEP_END'
[]
modules/stochastic_tools/test/tests/multiapps/batch_commandline_control/master_multiple.i
[Mesh]
type = GeneratedMesh
dim = 1
[]
[Problem]
type = FEProblem
solve = false
[]
[Executioner]
type = Steady
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Samplers]
[sample]
type = MonteCarloSampler
num_rows = 3
distributions = 'uniform uniform'
execute_on = 'PRE_MULTIAPP_SETUP'
[]
[]
[MultiApps]
[sub]
type = SamplerFullSolveMultiApp
sampler = sample
input_files = 'sub.i'
[]
[]
[Transfers]
[data]
type = SamplerPostprocessorTransfer
multi_app = sub
sampler = sample
to_vector_postprocessor = storage
from_postprocessor = size
[]
[]
[VectorPostprocessors]
[storage]
type = StochasticResults
samplers = sample
[]
[]
[Controls]
[cmdline]
type = MultiAppCommandLineControl
multi_app = sub
sampler = sample
param_names = 'Mesh/xmax Mesh/ymax'
[]
[]
[Outputs]
[out]
type = CSV
execute_on = FINAL
[]
[]
modules/stochastic_tools/test/tests/distributions/uniform.i
[Mesh]
type = GeneratedMesh
dim = 1
nx = 1
ny = 1
[]
[Variables]
[u]
[]
[]
[Distributions]
[uniform]
type = UniformDistribution
lower_bound = 5
upper_bound = 10
[]
[]
[Postprocessors]
[cdf]
type = TestDistributionPostprocessor
distribution = uniform
value = 7.5
method = cdf
execute_on = initial
[]
[pdf]
type = TestDistributionPostprocessor
distribution = uniform
value = 7.5
method = pdf
execute_on = initial
[]
[quantile]
type = TestDistributionPostprocessor
distribution = uniform
value = 0.5
method = quantile
execute_on = initial
[]
[]
[Executioner]
type = Steady
[]
[Problem]
solve = false
kernel_coverage_check = false
[]
[Outputs]
execute_on = 'INITIAL'
csv = true
[]