# [Study Name] **Created**: YYYY-MM-DD **Status**: [planned | active | completed | archived] ## Overview [Brief description of what this study aims to achieve] ## Design Problem **Part**: [Part name/description] **Goal**: [What are we trying to optimize?] **Constraints**: [What limits must be respected?] ## Design Variables | Variable | Type | Min | Max | Units | Description | |----------|------|-----|-----|-------|-------------| | var1_name | continuous | X.X | Y.Y | mm | Description | | var2_name | integer | N | M | - | Description | ## Objectives 1. **Primary Objective**: [Main goal - e.g., minimize displacement] 2. **Secondary Objectives**: [Additional goals - e.g., minimize mass, stress] ## Constraints - **Constraint 1**: [Description and limit - e.g., max displacement < 10mm] - **Constraint 2**: [Description and limit] ## Study Organization ### 1_setup/ Pre-optimization setup and validation - `model/` - Reference CAD/FEM model - `benchmarking/` - Baseline validation results ### 2_substudies/ Optimization runs (numbered chronologically) - `01_[descriptive_name]/` - First substudy - `02_[descriptive_name]/` - Second substudy - ... ### 3_reports/ Study-level analysis and comparisons - Cross-substudy comparisons - Final recommendations - Lessons learned ## Current Status **Last Updated**: YYYY-MM-DD **Completed Substudies**: N **Total Trials Run**: XXX **Best Result So Far**: [Brief summary] **Next Steps**: - [ ] Step 1 - [ ] Step 2 ## Key Findings [Summary of important discoveries] ## References - Configuration: [beam_optimization_config.json](beam_optimization_config.json) - Metadata: [study_metadata.json](study_metadata.json) - Runner Script: [run_optimization.py](run_optimization.py)