Ticket #44 (new task)

Opened 7 years ago

Last modified 5 years ago

add uncertainty quantification capabilities

Reported by: mmckerns Owned by: mmckerns
Priority: major Milestone: mystic-0.3a
Component: mystic.math Keywords:
Cc:

Description

add uncertainty quantification capabilities

Change History

comment:1 Changed 7 years ago by mmckerns

adding UQ capabilities requires an additional framework layer with the ability to perform uncertainty analysis and batch launching of optimization jobs

comment:2 Changed 7 years ago by mmckerns

will require pyina capabilities, and new "solvers" (or as  DAKOTA calls them, "UQ Analyzers").

comment:3 Changed 7 years ago by mmckerns

an initial simple example would be to rewrite Lenny Lucas's UQFramework driver to run from mystic, using mystic's DE solver.

comment:4 Changed 7 years ago by mmckerns

  • Type changed from idea to task

initial implementation committed to branches/UQ in r157. "Working correctly" in r172.

comment:5 Changed 6 years ago by mmckerns

  • Component changed from mystic.solvers to mystic.math
  • Milestone changed from mystic-dev to mystic-0.2a2

comment:6 Changed 5 years ago by mmckerns

  • Milestone changed from mystic-0.2a2 to mystic-0.2a3

stable... but needs a better interface and merge into the trunk

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