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Releases: elenafillo/LPDM-emulation-trees

LPDM-emulation-trees v1.0

26 Oct 15:54
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First release (v1.0) of code accompanying paper "A machine learning emulator for Lagrangian particle dispersion model footprints: A case study using NAME" by Elena Fillola, Raul Santos-Rodriguez, Alistair Manning, Simon O'Doherty and Matt Rigby.
Includes files to:

  • train cell-by-cell emulators for LPDMs using GBRTs, with a range of options for training parameters (default parameters are from paper)
  • emulate footprints using trained models
  • plot and evaluate emulated footprints