Anto01
2b3573ec42
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>
49 lines
1.6 KiB
Markdown
49 lines
1.6 KiB
Markdown
# Dashboard Access
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## Quick Links
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| Dashboard | URL | Purpose |
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|-----------|-----|---------|
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| **Atomizer Dashboard** | [http://localhost:3003](http://localhost:3003) | Live Pareto plots, optimization monitoring |
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| **Optuna Dashboard** | [http://localhost:8081](http://localhost:8081) | Trial history, hyperparameter importance |
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## Starting the Dashboards
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### Atomizer Dashboard (Recommended)
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```bash
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# From project root - Terminal 1 (backend)
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cd atomizer-dashboard/backend
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python -m uvicorn api.main:app --host 0.0.0.0 --port 8000 --reload
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# From project root - Terminal 2 (frontend)
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cd atomizer-dashboard/frontend
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npm run dev
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```
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### Optuna Dashboard (This Study Only)
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```bash
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# From this study directory
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optuna-dashboard sqlite:///2_results/study.db --port 8081
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# Or from project root
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optuna-dashboard sqlite:///studies/bracket_stiffness_optimization_atomizerfield/2_results/study.db --port 8081
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```
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## What Each Dashboard Shows
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### Atomizer Dashboard (localhost:3003)
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- **Pareto Front**: Interactive scatter plot of stiffness vs mass
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- **Parallel Coordinates**: Visualize how design variables affect objectives
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- **Study List**: Compare multiple optimization studies
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- **Trial Progress**: Real-time updates during optimization
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### Optuna Dashboard (localhost:8081)
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- **Trial History**: Complete log of all trials with parameters and values
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- **Hyperparameter Importance**: Which variables matter most
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- **Optimization History**: Convergence over time
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- **Slice Plots**: 1D parameter sensitivity
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---
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**Tip**: The Atomizer Dashboard connects to any running study automatically. The Optuna Dashboard is study-specific and requires the database path.
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