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Calibrate-Emulate-Sample

Goals

Short term

Longer term

Latest 5 features / Developments

• (PR #83) EKS bugfix, now runs with runtests.

To do's

Functionality

Overall Code structure

Mind-map form of project.

Data Structures

Here we include the data structures we use in the project

ParameterDistribution

ParameterDistribution(...)

Module contains the additional functions

set_distribution()
get_distribution()
sample_distribution()
transform_real_to_dist(), 
transform_dist_to_real()
apply_units_to_real()

ProcessedData Storage

ProcessedData(...)

Module contains the additional functions

set_data()
get_data()
data_mean()
data_cov()

Calibrate: Interface

Here we include the interface with the EnsembleKalmanProcesses.jl module.

EnsembleKalmanProcessRuns(...)

Workflow 1

ModelInterface(...)

Workflow 2

ModelInterface(...)

Emulate: Objects

GPEmulator(...)

Sample:

MCMC(...)

Visualization:

This will be performed through the vizCES.jl module

Docs(?)