statistics_mode
type of statistical metric roll-up for multifidelity UQ methods
Specification
Alias: None
Arguments: None
Default: DEFAULT_EXPANSION_STATS
Child Keywords:
Required/Optional |
Description of Group |
Dakota Keyword |
Dakota Keyword Description |
|---|---|---|---|
Required (Choose One) |
Statistics mode for refinement metric |
use statistics for the active expansion within multifidelity refinement |
|
use statistics for the combined expansion within multifidelity refinement |
Description
When performing adaptive refinement in multifidelity UQ
methods, one can adapt the expansion for a model level/fidelity based
on its local statistics ( active) or based on the statistics for the
aggregate expansion ( combined). The latter case may incur
additional computational overhead, but ensures that the refinement
occurs in the aggregate multifidelity context.
Default Behavior
Default for multifidelity methods is combined statistics.
Expected Output
Usage Tips
Additional Discussion
