Examples

Case 1: Transient / scenario analysis

Purpose: understand system behavior and compare options during a dynamic event.

• Work: scoping, baseline, runs, parameter studies, sensitivity analysis.
• Delivery artifacts: report (PDF/DOCX), appendix tables/figures, run log/configuration, version ID.

Case 2: Model development and verification

Purpose: create or improve a model with a verifiable structure.

• Work: requirements/scope, model structure, parameterization, plausibility checks.
• Verification: reference cases, sensitivity, unit checks, peer review when needed.
• Delivery artifacts: model package, technical documentation, reference cases, version ID.

Case 3: Automation of analysis pipelines

Purpose: reduce manual work and improve reproducibility in runs and reporting.

• Work: structure data flow, batch runs, result harvesting, report templates.
• Delivery artifacts: scripts/notebooks, instructions, example data, run log.
• Outcome: shorter lead time and more consistent quality across iterations.

Case 4: Training and instructor support

Purpose: build pedagogical support with technical correctness and clear structure.

• Work: scenarios, simplified example models, clear explanations and exercises.
• Delivery artifacts: presentation material, technical appendices, optional interactive examples.

References

References can be provided upon request when possible and compatible with confidentiality. When needed, engagements can be anonymized and described at a general level.

Contact to discuss goals, scope, and an appropriate setup.