Mathematical Modeling DPF
17 patterns · 434 sections
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Table of contents
In the published reading order. Pattern IDs are stable references, not sequence numbers.
- Table of Contents
Mathematical Modeling DPF Architectural Reference
- MMP.Reference:1 - Problem frame - Make a mathematical question useful
- MMP.Reference:2 - Problem and forces - Choose what the model must retain
MMP.Reference:3 - Solution - Connect the contributions the question needs
- MMP.Reference:3.1 - Form the first account and recover its interpretation
- MMP.Reference:3.2 - Represent admissible objects and construct missing relations
- MMP.Reference:3.3 - Construct change and observation together when they interact
- MMP.Reference:3.4 - Turn uncertainty into a question about available action
- MMP.Reference:3.5 - Simplify, diagnose and revise for the required consequence
- MMP.Reference:3.6 - Use the model-forming result across the Suite
- MMP.Reference:3.7 - Constituent actions in ongoing work
- MMP.Reference:3.8 - Compare or construct the way work is performed
- MMP.Reference:5 - Conformance Checklist - Can the result do its intended work?
- MMP.Reference:6 - Common Anti-Patterns and How to Avoid Them
- MMP.Reference:7 - Consequences, biases and limits
- MMP.Reference:8 - Architectural Rationale - Organize by model-forming operations
- MMP.Reference:9 - Source use and currentness
- MMP.Reference:10 - Relations to continued inquiry and work
- MMP.Reference:End
B. Infer, distinguish and revise
- MMP.7 - Construct a Probability Model of the Recorded Data
- MMP.12 - Formulate an Inverse Problem and Choose Whether and How to Use Regularization
- MMP.13 - Infer Unknowns Statistically under a Stated Observation Model
- MMP.14 - Find and Repair a Mathematical Model’s Failed Predictions
- MMP.15 - Identify an Intervention Effect from Available Data
- MMP.19 - Construct and Bound a Mathematical Counterfactual Comparison under a Causal Model
- MMP.16 - Design Observations to Separate Mathematical Model Alternatives