feat: Add AtomizerField training data export and intelligent model discovery

Major additions:
- Training data export system for AtomizerField neural network training
- Bracket stiffness optimization study with 50+ training samples
- Intelligent NX model discovery (auto-detect solutions, expressions, mesh)
- Result extractors module for displacement, stress, frequency, mass
- User-generated NX journals for advanced workflows
- Archive structure for legacy scripts and test outputs
- Protocol documentation and dashboard launcher

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
2025-11-26 12:01:50 -05:00
parent a0c008a593
commit 2b3573ec42
949 changed files with 1405144 additions and 470 deletions

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{
"trial_number": 10,
"timestamp": "2025-11-25T09:45:20.686744",
"atomizer_study": "uav_arm_atomizerfield_test",
"design_parameters": {
"beam_half_core_thickness": 5.610191174223894,
"beam_face_thickness": 1.9903538202225404,
"holes_diameter": 11.375540844608736,
"hole_count": 13.455922412472692
},
"results": {
"objectives": {
"mass": 3420.1539159406198,
"frequency": 18.09408187866211
},
"constraints": {
"max_displacement_limit": 0.03199426457285881,
"max_stress_limit": 335.70428466796875,
"min_frequency_limit": 18.09408187866211
},
"max_stress": 335.70428466796875,
"max_displacement": 0.03199426457285881,
"feasible": false
}
}

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