Example Problems

• Model Diagnostics
• Model Calibration
• Uncertainty Quantification
• Sensitivity Analysis,
• Decision Analysis
• Information Gap Decision Analysis
• Machine Learning
  • Contaminant Source Identification
  • Blind Source Separation
• Contamination
  • Contaminant Transport
  • Contaminant Model Inversion
  • Contaminant Source Identification
  • Contaminant Remediation
• ODE Analysis

Many other examples located in the examples directory of the MADS repository.

For example, execute

include(joinpath(Mads.dir, "examples", "contamination", "contamination.jl"))

to perform various example analyses related to groundwater contaminant transport.

To perform Bayesian Information Gap Decision Theory (BIG-DT) analysis, execute

import Mads
include(joinpath(Mads.dir, "examples", "bigdt", "source_termination.jl"))
results::AbstractDict = run_source_termination()

The contaminant source-termination documentation explains the decision scenarios and robustness results.