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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
    • Vector spaces
      • Dictionary vector space tutorial
      • POD vector space tutorial
      • Streaming POD vector space tutorial
      • Orthogonalized vector space tutorial
      • Composite vector space tutorial
    • Basis construction
    • Hyper-reduction
  • Surrogates
  • Workflows

Getting started

  • Build/install
  • Documentation

Project

  • GitHub Repo
  • Open an issue/feature req.
  • License
On this page
  • Examples
  • ROM Tools and Workflows: Examples and Demos
  • Projection-based ROM utilities
  • Vector spaces

Vector spaces#

A projection-based ROM vector space comprises a reduced basis and, potentially, an affine offset. romtools provides several vector-space constructions for different data layouts and basis-generation strategies.

Examples#

  • Dictionary vector space tutorial
  • POD vector space tutorial
  • Streaming POD vector space tutorial
  • Orthogonalized vector space tutorial
  • Composite vector space tutorial
On this page
  • Examples
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