Skip to content

pypest/pyemu_pestpp_workflow

Repository files navigation

pyemu_pestpp_workflow

Demonstration of pyEMU and pest++ workflow with a mf6 freyberg model

Demo notebooks:

  1. setup_pestpp_interface.ipynb for a walkthrough of the steps required to set up a basic PEST interface, including:
  • construction of PEST environment directory structure
  • adding observations (model outputs) with automatic construction of PEST instruction files (.ins),
  • adding parameters with automatic construction of PEST template files (.tpl),
  • defining prior parameter covariance,
  • Monte-Carlo sampling of paramter realisations.
  1. prior_monte_carlo.ipynb for a rapid fire demonstration of a prior Monte-Carlo uncertainty analysis on the interface constructed in setup_pestpp_interface.ipynb

Don't fancy setting up a local python environment?

Explore and run demo right from your browser: Binder

About

demonstration of pyEMU and pest++ workflow with a mf6 freyberg model

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published