Files
Atomizer/atomizer_field_training_data/uav_arm_test/study_summary.json
Anto01 2b3573ec42 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>
2025-11-26 12:01:50 -05:00

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JSON

{
"study_name": "uav_arm_atomizerfield_test",
"total_trials": 96,
"design_variables": [
"beam_half_core_thickness",
"beam_face_thickness",
"holes_diameter",
"hole_count"
],
"objectives": [
"mass",
"fundamental_frequency"
],
"constraints": [
"max_displacement_limit",
"max_stress_limit",
"min_frequency_limit"
],
"export_timestamp": "2025-11-25T12:17:30.460682",
"metadata": {
"atomizer_version": "2.0",
"optimization_algorithm": "NSGA-II",
"n_trials": 100,
"description": "UAV Camera Support Arm - AtomizerField Neural Surrogate Integration Test"
}
}