COMPILE STUDY RESULTS BY TEMPLATE¶
Compiles all simulation results within a study against a response template and returns structured datasets ready for consumption by an optimizer or ML/AI pipeline. Use this worker to aggregate KPIs and responses from a completed design study into a format compatible with downstream optimization loops (e.g., LS-OPT).
When to use¶
Tagged: ai, compile, lsopt, ml, optimization, responses, results, simulations.
Inputs¶
| Label | ID | Type | Default | Required | Description |
|---|---|---|---|---|---|
| IOTS | study_id | remote_lookup | — | ✓ | Integer ID of the study whose simulation results are to be compiled; resolved via remote lookup against /api/user/studies. |
| Responsetemplate | responsetemplate_id | remote_lookup | — | ✓ | Integer ID of the response template that defines which KPIs/responses to extract; resolved via remote lookup against /api/user/responsetemplates. |
| Objective | objective | text | — | ✓ | Name or expression of the optimization objective (e.g., a response label) that the downstream optimizer should target; entered as free text. |
| Format | format | select | lsopt | ✓ | Output format expected by the consuming optimizer; defaults to ‘lsopt’ (compatible with LS-OPT and generic optimizers); leave default unless a different target format is required. |
Outputs¶
| Label | ID | Type | Description |
|---|---|---|---|
| Study Id | study_id | integer | Integer ID of the compiled study, passed through for traceability and chaining to downstream workers. |
| Simulations | simulations | dataset | Tabular dataset (one row per simulation run) containing design variable values and run metadata for all simulations in the study. |
| Responses | responses | dataset | Tabular dataset (one row per simulation run) containing the extracted response/KPI values as defined by the response template, ready for optimizer ingestion. |
Disciplines¶
- ai_ml.surrogate
- cae.postprocessing.response
- design_exploration.optimization
- platform.workflow
Auto-generated from platform schema. Worker id: study_compile_optimization_results_by_template. Schema hash: c6726f6c8c60. Hand-curated docs in workerexamples/ override this page when present.