Context of Use (COU) Template#

This template follows ASME V&V 40-2018 for defining the context of use for a specific application of MADDENING. MADDENING as a general-purpose framework does not itself have a COU — only a specific downstream application can.

1. Question of Interest#

What specific question is the simulation answering?

2. Quantities of Interest (QOIs)#

What output quantities are used to answer the question?

QOI

Units

Required Accuracy

Justification

3. Model Influence#

How does the simulation output influence the decision?

  • [ ] Informational only (supports but does not determine decision)

  • [ ] Decision-critical (simulation output directly determines action)

4. Decision Consequence#

What is the consequence of an incorrect simulation prediction?

Consequence

Severity

Likelihood

5. Risk Assessment#

Based on model influence and decision consequence, what is the risk level?

  • [ ] Low (informational, reversible consequences)

  • [ ] Medium (decision-critical, reversible consequences)

  • [ ] High (decision-critical, irreversible consequences)

6. Credibility Goals#

What level of V&V evidence is needed for each QOI?

QOI

Verification Level

Validation Level

7. Evidence Plan#

How will the credibility goals be achieved?

  • Code verification: [reference MADDENING benchmarks]

  • Calculation verification: [mesh convergence, timestep convergence]

  • Validation: [comparison to experimental data]

  • Applicability: [parameter regime analysis]

  • UQ: [uncertainty propagation method]