LocalOceanUQSupplementaryMaterials

Supplementary code and information

Folders

LES

JLD2 files of horizontally averaged statistics from the Boussinesq equations.

figure_scripts

Scripts for generating figures.

mcmc_data

JLD2 files that contain MCMC runs for various cases.

scripts

Scripts for generating data for figures. This includes MCMC data and optimization data.

src

Contains the "Core Functionality" module. This contains several convenient functions such as

  • Converting Oceananigans JLD2 files into a struct that makes interfacing with OceanTurb easy.
  • Implementation of a RWMCMC method
  • Implementation of loss functions and forward map concepts for OceanTurb.

Tests

Functions for testing functionality in src.