# Dashboard Access

## Quick Links

| Dashboard | URL | Purpose |
|-----------|-----|---------|
| **Atomizer Dashboard** | [http://localhost:3003](http://localhost:3003) | Live Pareto plots, optimization monitoring |
| **Optuna Dashboard** | [http://localhost:8081](http://localhost:8081) | Trial history, hyperparameter importance |

## Starting the Dashboards

### Atomizer Dashboard (Recommended)
```bash
# From project root - Terminal 1 (backend)
cd atomizer-dashboard/backend
python -m uvicorn api.main:app --host 0.0.0.0 --port 8000 --reload

# From project root - Terminal 2 (frontend)
cd atomizer-dashboard/frontend
npm run dev
```

### Optuna Dashboard (This Study Only)
```bash
# From this study directory
optuna-dashboard sqlite:///2_results/study.db --port 8081

# Or from project root
optuna-dashboard sqlite:///studies/bracket_stiffness_optimization_atomizerfield/2_results/study.db --port 8081
```

## What Each Dashboard Shows

### Atomizer Dashboard (localhost:3003)
- **Pareto Front**: Interactive scatter plot of stiffness vs mass
- **Parallel Coordinates**: Visualize how design variables affect objectives
- **Study List**: Compare multiple optimization studies
- **Trial Progress**: Real-time updates during optimization

### Optuna Dashboard (localhost:8081)
- **Trial History**: Complete log of all trials with parameters and values
- **Hyperparameter Importance**: Which variables matter most
- **Optimization History**: Convergence over time
- **Slice Plots**: 1D parameter sensitivity

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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.