flowTorch

Examples

  • Glossary
  • Linear algebra with PyTorch
  • Optimal hard threshold for singular values
  • PSP data explorer and loader
  • An introduction to DMD
  • SVD of the flow past a circular cylinder
  • DMD of the flow past a circular cylinder
  • CNM of the flow past a circular cylinder
  • Multivariate singular spectrum analysis (MSSA)
  • Higher-order DMD
  • SVD and DMD analysis of airfoil surface data
  • Analyzing PIV data of a longitudinal vortex

Python API

  • flowtorch
flowTorch
  • Overview: module code

All modules for which code is available

  • flowtorch.analysis.dmd
  • flowtorch.analysis.hodmd
  • flowtorch.analysis.hooptdmd
  • flowtorch.analysis.mssa
  • flowtorch.analysis.optdmd
  • flowtorch.analysis.psp_explorer
  • flowtorch.analysis.svd
  • flowtorch.constants
  • flowtorch.data.csv_dataloader
  • flowtorch.data.dataloader
  • flowtorch.data.foam_dataloader
  • flowtorch.data.hdf5_file
  • flowtorch.data.outlier_tools
  • flowtorch.data.psp_dataloader
  • flowtorch.data.selection_tools
  • flowtorch.data.tau_dataloader
  • flowtorch.data.tecplot_dataloader
  • flowtorch.data.utils
  • flowtorch.data.vtk_dataloader
  • flowtorch.rom.base
  • flowtorch.rom.cnm
  • flowtorch.rom.svd_encoder
  • flowtorch.rom.utils

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