Files
Atomizer/studies/Simple_Beam/simple_beam_optimization/study_metadata.json
Anto01 73a7b9d9f1 feat: Add dashboard chat integration and MCP server
Major changes:
- Dashboard: WebSocket-based chat with session management
- Dashboard: New chat components (ChatPane, ChatInput, ModeToggle)
- Dashboard: Enhanced UI with parallel coordinates chart
- MCP Server: New atomizer-tools server for Claude integration
- Extractors: Enhanced Zernike OPD extractor
- Reports: Improved report generator

New studies (configs and scripts only):
- M1 Mirror: Cost reduction campaign studies
- Simple Beam, Simple Bracket, UAV Arm studies

Note: Large iteration data (2_iterations/, best_design_archive/)
excluded via .gitignore - kept on local Gitea only.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-13 15:53:55 -05:00

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{
"study_name": "simple_beam_optimization",
"description": "Minimize displacement and weight of beam with existing loadcases",
"created": "2025-11-17T10:24:09.613688",
"status": "active",
"design_variables": [
"beam_half_core_thickness",
"beam_face_thickness",
"holes_diameter",
"hole_count"
],
"objectives": [
"minimize_displacement",
"minimize_stress",
"minimize_mass"
],
"constraints": [
"displacement_limit"
],
"substudies": [
{
"name": "01_initial_exploration",
"created": "2025-11-17T10:30:00",
"status": "completed",
"trials": 10,
"purpose": "Initial exploration of design space boundaries",
"notes": "Early exploration run"
},
{
"name": "02_validation_3d_3trials",
"created": "2025-11-17T11:00:00",
"status": "completed",
"trials": 3,
"purpose": "Validate 3D parameter updates (without hole_count)",
"notes": "Testing beam_half_core_thickness, beam_face_thickness, holes_diameter"
},
{
"name": "03_validation_4d_3trials",
"created": "2025-11-17T12:00:00",
"status": "completed",
"trials": 3,
"purpose": "Validate 4D parameter updates (with hole_count)",
"notes": "Successfully validated hole_count expression updates via .exp import"
},
{
"name": "04_full_optimization_50trials",
"created": "2025-11-17T13:00:00",
"status": "completed",
"trials": 50,
"purpose": "Full optimization with all 4 design variables",
"notes": "No feasible designs found - displacement constraint appears infeasible with current bounds",
"best_objective": 842.59,
"best_displacement_mm": 11.399,
"feasible_designs": 0
}
],
"last_modified": "2025-11-17T19:15:00",
"organization_version": "2.0",
"directory_structure": {
"1_setup": "Pre-optimization setup (model, benchmarking)",
"2_substudies": "Optimization runs (numbered chronologically)",
"3_reports": "Study-level comparative analysis"
}
}