IBR Stability, Model Reduction, and Validation
Model Selection and Feedback-Path Diagnostics
C2-08 · Module outline
Choose model fidelity by the property to preserve and inspect research diagnostics.
Learning objectives
- Define an output- and domain-specific selection problem.
- Interpret homotopy paths within their research scope.
Concept outline
- Property-specific fidelity and acceptance criteria
- Physical feedback paths and modal continuation
- Selection, failure boundaries, and escalation
Experiment direction · Planned
Simulation and code experiment
Select the lowest acceptable candidate under a fixed evidence contract.
Model explanations, parameter settings, runnable code, and result interpretation will be developed here.
Practice and discussion
Explain why one global model-order ranking is insufficient.
Worked solutions and feedback will accompany the full lesson.
Material preparation
Related research cases or review records are available and need adaptation into a lesson with a declared scope.
Separate established reduction lessons from the optional homotopy research case study.