FieldFunctionalChaosResult¶
- class FieldFunctionalChaosResult(*args)¶
Functional metamodel result.
Warning
This class is experimental and likely to be modified in future releases. To use it, import the
openturns.experimental
submodule.- Parameters:
- inputKLResultCollectionsequence of
KarhunenLoeveResult
List of input fields decompositions.
- fceResult
FunctionalChaosResult
Functional chaos decomposition.
- outputKLResultCollectionsequence of
KarhunenLoeveResult
List of output fields decompositions.
- inputKLResultCollectionsequence of
Methods
Accessor to the object's name.
Accessor to the chaos decomposition.
Accessor to the metamodel.
Accessor to the metamodel.
Accessor to the input block indices.
Accessor to the input fields decompositions.
Accessor to the input process sample.
Accessor to the input sample.
Accessor to the modes sample.
getName
()Accessor to the object's name.
Accessor to the output block indices.
Accessor to the output fields decompositions.
Accessor to the output process sample.
Accessor to the output sample.
Accessor to the metamodel.
hasName
()Test if the object is named.
setInputBlockIndices
(inputBlockIndices)Accessor to the input block indices.
setInputProcessSample
(inputProcessSample)Accessor to the input process sample.
setInputSample
(inputSample)Accessor to the input sample.
setMetaModel
(*args)Accessor to the metamodel.
setModesSample
(modesSample)Accessor to the modes sample.
setName
(name)Accessor to the object's name.
setOutputBlockIndices
(outputBlockIndices)Accessor to the output block indices.
setOutputProcessSample
(outputProcessSample)Accessor to the output process sample.
setOutputSample
(outputSample)Accessor to the output sample.
- __init__(*args)¶
- getClassName()¶
Accessor to the object’s name.
- Returns:
- class_namestr
The object class name (object.__class__.__name__).
- getFCEResult()¶
Accessor to the chaos decomposition.
- Returns:
- fceResult
FunctionalChaosResult
Functional chaos decomposition.
- fceResult
- getFieldMetaModel()¶
Accessor to the metamodel.
- Returns:
- metamodel
FieldFunction
Metamodel function.
- metamodel
- getFieldToPointMetaModel()¶
Accessor to the metamodel.
- Returns:
- metamodel
FieldToPointFunction
Metamodel function.
- metamodel
- getInputBlockIndices()¶
Accessor to the input block indices.
- Returns:
- blockIndices
IndicesCollection
Independent components indices.
- blockIndices
- getInputKLResultCollection()¶
Accessor to the input fields decompositions.
- Returns:
- inputKLResultCollectionCollection of
KarhunenLoeveResult
List of input fields decompositions.
- inputKLResultCollectionCollection of
- getInputProcessSample()¶
Accessor to the input process sample.
- Returns:
- inputProcessSample
ProcessSample
Input process sample.
- inputProcessSample
- getName()¶
Accessor to the object’s name.
- Returns:
- namestr
The name of the object.
- getOutputBlockIndices()¶
Accessor to the output block indices.
- Returns:
- blockIndices
IndicesCollection
Independent components indices.
- blockIndices
- getOutputKLResultCollection()¶
Accessor to the output fields decompositions.
- Returns:
- outputKLResultCollectionCollection of
KarhunenLoeveResult
List of output fields decompositions.
- outputKLResultCollectionCollection of
- getOutputProcessSample()¶
Accessor to the output process sample.
- Returns:
- outputProcessSample
ProcessSample
Output process sample.
- outputProcessSample
- getPointToFieldMetaModel()¶
Accessor to the metamodel.
- Returns:
- metamodel
PointToFieldFunction
Metamodel function.
- metamodel
- hasName()¶
Test if the object is named.
- Returns:
- hasNamebool
True if the name is not empty.
- setInputBlockIndices(inputBlockIndices)¶
Accessor to the input block indices.
- Parameters:
- blockIndices2-d sequence of int
Independent components indices.
- setInputProcessSample(inputProcessSample)¶
Accessor to the input process sample.
- Parameters:
- inputProcessSample
ProcessSample
Input process sample.
- inputProcessSample
- setInputSample(inputSample)¶
Accessor to the input sample.
- Parameters:
- inputSample
Sample
Input values.
- inputSample
- setMetaModel(*args)¶
Accessor to the metamodel.
- Parameters:
- metamodel
FieldToPointFunction
Metamodel function.
- metamodel
- setModesSample(modesSample)¶
Accessor to the modes sample.
- Parameters:
- modes
Sample
Projected modes values.
- modes
- setName(name)¶
Accessor to the object’s name.
- Parameters:
- namestr
The name of the object.
- setOutputBlockIndices(outputBlockIndices)¶
Accessor to the output block indices.
- Parameters:
- blockIndices2-d sequence of int
Independent components indices.
- setOutputProcessSample(outputProcessSample)¶
Accessor to the output process sample.
- Parameters:
- outputProcessSample
ProcessSample
Output process sample.
- outputProcessSample
Examples using the class¶
Viscous free fall: metamodel of a field function
Estimate Sobol indices on a field to point function