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ROM Tools and Workflows v0.2.0

  • API Reference
  • Full-covariance variational inference
  • Formatting Utility
  • ROM Tools and Workflows: Examples and Demos
  • ROM-Tools at Scale: Example Applications
  • Remote Execution
  • API Reference
  • Full-covariance variational inference
  • Formatting Utility
  • ROM Tools and Workflows: Examples and Demos
  • ROM-Tools at Scale: Example Applications
  • Remote Execution

Section Navigation

  • Projection-based ROM utilities
  • Surrogates
  • Workflows
    • Models
    • Parameter spaces
    • Sampling
    • Remote Execution
    • ROM construction and adaptation
    • Uncertainty quantification
    • Inverse problems
      • Ensemble Kalman inversion
      • Variational inference

Getting started

  • Build/install
  • Documentation

Project

  • GitHub Repo
  • Open an issue/feature req.
  • License
  • ROM Tools and Workflows: Examples and Demos
  • Workflows
  • Inverse problems

Inverse problems#

Inverse workflows use parameterized models to infer unknown parameters from observations. The examples are grouped by inference method.

  • Ensemble Kalman inversion
    • Examples
  • Variational inference
    • Examples
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