Parameter uncertainty of chaotic systems

Presentation
Date Published
2016
Author
H. Haario
Keywords
workshop
model uncertainty
Abstract
  • Parameter estimation for chaotic dynamic systems:
    • Short-time integrations: from ensemble UQ to parameter optimization
    • Long-time integrations: naive summary statistics vs fractal concepts
  • Examples, from 3D chaos to SWE, operational weather and climate models
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