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:
1572
atomizer_field_training_data/uav_arm_test/trial_0159/input/model.bdf
Normal file
1572
atomizer_field_training_data/uav_arm_test/trial_0159/input/model.bdf
Normal file
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,25 @@
|
||||
{
|
||||
"trial_number": 159,
|
||||
"timestamp": "2025-11-25T12:12:01.737901",
|
||||
"atomizer_study": "uav_arm_atomizerfield_test",
|
||||
"design_parameters": {
|
||||
"beam_half_core_thickness": 8.059264473611897,
|
||||
"beam_face_thickness": 2.9737738732010346,
|
||||
"holes_diameter": 48.625281322982374,
|
||||
"hole_count": 10.640914962437607
|
||||
},
|
||||
"results": {
|
||||
"objectives": {
|
||||
"mass": 4023.421339500955,
|
||||
"frequency": 20.828243255615234
|
||||
},
|
||||
"constraints": {
|
||||
"max_displacement_limit": 0.02256830595433712,
|
||||
"max_stress_limit": 207.25242614746094,
|
||||
"min_frequency_limit": 20.828243255615234
|
||||
},
|
||||
"max_stress": 207.25242614746094,
|
||||
"max_displacement": 0.02256830595433712,
|
||||
"feasible": false
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user