User manual for the Python interface¶
Model creation¶
Variable(*args) |
Create a variable base class. |
Input(*args) |
Create an input variable. |
Output(*args) |
Create an output variable. |
MeshModel(*args) |
Create a mesh model base class. |
GridMeshModel(*args) |
Create a model to build regular meshes. |
ImportedMeshModel(*args) |
Create a model with imported meshes |
PhysicalModel(*args) |
Physical model base class. |
SymbolicPhysicalModel(*args) |
Create a physical model defined by analytical formulas. |
SymbolicFieldModel(*args) |
Create a physical model defined by analytical formulas and a mesh. |
PythonPhysicalModel(*args) |
Create a physical model defined by Python code. |
PythonFieldModel(*args) |
Create a physical model defined by Python code and a mesh. |
DataModel(*args) |
Create a data model from an imported dataset. |
MetaModel(*args) |
Metamodel. |
Model evaluation¶
ModelEvaluation(*args) |
Generate a simple evaluation of a model. |
FieldModelEvaluation(*args) |
Generate the evaluation of a model with mesh. |
Optimization¶
OptimizationAnalysis(*args) |
Perform the optimization analysis of a model. |
Screening¶
MorrisAnalysis(*args) |
Perform a Morris analysis. |
MorrisResult(*args) |
Get the result of a Morris analysis. |
Calibration¶
Observations(*args) |
Create observations for variables of a model. |
CalibrationAnalysis(*args) |
Run a calibration analysis. |
CalibrationAnalysisResult(*args) |
Get the results of a calibration analysis. |
Probabilistic studies¶
Central tendency¶
MonteCarloAnalysis(*args) |
Perform a Monte Carlo central tendency analysis. |
FieldMonteCarloAnalysis(*args) |
Run a Monte Carlo analysis for models with mesh. |
FieldMonteCarloResult(*args) |
Get the results of a Monte Carlo analysis with mesh. |
TaylorExpansionMomentsAnalysis(*args) |
Get the Taylor expansions for moments estimation. |
TaylorExpansionMomentsResult(*args) |
Get the results of Taylor expansions for moments estimation. |
Sensitivity analysis¶
SobolAnalysis(*args) |
Run a Sobol sensitivity analysis. |
SobolResult(*args) |
Get the results of a Sobol sensitivity analysis. |
SRCAnalysis(*args) |
Run a SRC sensitivity analysis. |
SRCResult(*args) |
Get the results of a SRC sensitivity analysis. |
Reliability model¶
LimitState(*args) |
Create a limit state. |
Reliability analysis¶
MonteCarloReliabilityAnalysis(*args) |
Run a reliability analysis using the Monte Carlo method. |
FORMImportanceSamplingAnalysis(*args) |
Run a FORM analysis followed by an importance sampling for reliability analysis. |
ImportanceSamplingAnalysis(*args) |
Run importance sampling for reliability analysis. |
FORMAnalysis(*args) |
Process a reliability analysis using the FORM method. |
SORMAnalysis(*args) |
Run a reliability analysis using the SORM method. |
SimulationReliabilityResult(*args) |
Get simulation results from a reliability analysis using Monte Carlo or Importance Sampling method. |
Design of experiments¶
DesignOfExperiment(*args) |
Design of experiments base class. |
FixedDesignOfExperiment(*args) |
Create a fixed design of experiments. |
GridDesignOfExperiment(*args) |
Create a grid design of experiments. |
ImportedDesignOfExperiment(*args) |
Create a design of experiments, using an imported design. |
ProbabilisticDesignOfExperiment(*args) |
Create a probabilistic design of experiments. |
Data analysis¶
DataAnalysis(*args) |
Create a data analysis of a design of experiments. |
DataAnalysisResult(*args) |
Get the results of a data analysis. |
InferenceAnalysis(*args) |
Perform a Kolmogorov goodness-of-fit test for 1-D continuous distributions. |
InferenceResult(*args) |
Get the results of an inference analysis. |
FittingTestResult(*args) |
Get the results of a fitting test. |
CopulaInferenceAnalysis(*args) |
Perform a dependence inference analysis. |
CopulaInferenceResult(*args) |
Get the results of a dependence inference analysis. |
CopulaInferenceSetResult(*args) |
Dependence inference result for a set of variables. |
Metamodel¶
MetaModelAnalysis(*args, **kwargs) |
Create a base class for the creation of meta models. |
FunctionalChaosAnalysis(*args) |
Create a Functional chaos analysis. |
KrigingAnalysis(*args) |
Create a Kriging analysis. |
MetaModelAnalysisResult(*args) |
Create the base class for a metamodel analysis result. |
FunctionalChaosAnalysisResult(*args) |
Get the results for a Functional chaos analysis. |
KrigingAnalysisResult(*args) |
Get the results of a Kriging analysis. |
MetaModelValidationResult(*args) |
Create the base class for the results of a metamodel validation. |
