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>
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atomizer_field_training_data/uav_arm_test/trial_0050/input/model.bdf
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atomizer_field_training_data/uav_arm_test/trial_0050/input/model.bdf
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{
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"trial_number": 50,
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"timestamp": "2025-11-25T11:29:09.502783",
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"atomizer_study": "uav_arm_atomizerfield_test",
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"design_parameters": {
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"beam_half_core_thickness": 5.779972601681013,
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"beam_face_thickness": 2.8977710745066663,
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"holes_diameter": 37.36932106048627,
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"hole_count": 10.640914962437607
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},
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"results": {
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"objectives": {
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"mass": 3359.7676366696182,
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"frequency": 20.83261489868164
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},
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"constraints": {
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"max_displacement_limit": 0.026684941723942757,
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"max_stress_limit": 253.4060516357422,
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"min_frequency_limit": 20.83261489868164
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},
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"max_stress": 253.4060516357422,
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"max_displacement": 0.026684941723942757,
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"feasible": false
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}
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}
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