d1261d62fd
## Removed Duplicate Directories - Deleted old `dashboard/` (replaced by atomizer-dashboard) - Deleted old `mcp_server/` Python tools (moved model_discovery to optimization_engine) - Deleted `tests/mcp_server/` (obsolete tests) - Deleted `launch_dashboard.bat` (old launcher) ## Consolidated Code - Moved `mcp_server/tools/model_discovery.py` to `optimization_engine/model_discovery/` - Updated import in `optimization_config_builder.py` - Deleted stub `extract_mass.py` (use extract_mass_from_bdf instead) - Deleted unused `intelligent_setup.py` and `hybrid_study_creator.py` - Archived `result_extractors/` to `archive/deprecated/` ## Documentation Cleanup - Deleted deprecated `docs/06_PROTOCOLS_DETAILED/` (14 files) - Archived dated dev docs to `docs/08_ARCHIVE/sessions/` - Archived old plans to `docs/08_ARCHIVE/plans/` - Updated `docs/protocols/README.md` with SYS_15 ## Skills Consolidation - Archived redundant study creation skills to `.claude/skills/archive/` - Kept `core/study-creation-core.md` as canonical ## Housekeeping - Updated `.gitignore` to prevent `nul` and `_dat_run*.dat` 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
95 lines
3.9 KiB
Markdown
95 lines
3.9 KiB
Markdown
# Advanced Dashboard Enhancement Plan
|
|
|
|
## Objective
|
|
Elevate the Atomizer Dashboard to a "Gemini 3.0 level" experience, focusing on scientific rigor, advanced visualization, and deep integration with the optimization engine. This plan addresses the user's request for a "WAY better" implementation based on the initial master prompt.
|
|
|
|
## 1. Advanced Visualization Suite (Phase 3 Enhancements)
|
|
**Goal**: Replace basic charts with state-of-the-art scientific visualizations.
|
|
|
|
### 1.1 Parallel Coordinates Plot
|
|
- **Library**: Recharts (custom implementation) or D3.js wrapped in React.
|
|
- **Features**:
|
|
- Visualize high-dimensional relationships between design variables and objectives.
|
|
- Interactive brushing/filtering to isolate high-performing designs.
|
|
- Color coding by objective value (e.g., mass or stress).
|
|
|
|
### 1.2 Hypervolume Evolution
|
|
- **Goal**: Track the progress of multi-objective optimization.
|
|
- **Implementation**:
|
|
- Calculate hypervolume metric for each generation/batch.
|
|
- Plot evolution over time to show convergence speed and quality.
|
|
|
|
### 1.3 Pareto Front Evolution
|
|
- **Goal**: Visualize the trade-off surface between conflicting objectives.
|
|
- **Implementation**:
|
|
- 2D/3D scatter plot of objectives.
|
|
- Animation slider to show how the front evolves over trials.
|
|
- Highlight the "current best" non-dominated solutions.
|
|
|
|
### 1.4 Parameter Correlation Matrix
|
|
- **Goal**: Identify relationships between variables.
|
|
- **Implementation**:
|
|
- Heatmap showing Pearson/Spearman correlation coefficients.
|
|
- Helps users understand which variables drive performance.
|
|
|
|
## 2. Iteration Analysis & 3D Viewer (Phase 4)
|
|
**Goal**: Deep dive into individual trial results with 3D context.
|
|
|
|
### 2.1 Advanced Trial Table
|
|
- **Features**:
|
|
- Sortable, filterable columns for all variables and objectives.
|
|
- "Compare" mode: Select 2-3 trials to view side-by-side.
|
|
- Status indicators with detailed tooltips (e.g., pruning reasons).
|
|
|
|
### 2.2 3D Mesh Viewer (Three.js)
|
|
- **Integration**:
|
|
- Load `.obj` or `.gltf` files converted from Nastran `.bdf` or `.op2`.
|
|
- **Color Mapping**: Overlay stress/displacement results on the mesh.
|
|
- **Controls**: Orbit, zoom, pan, section cuts.
|
|
- **Comparison**: Split-screen view for comparing baseline vs. optimized geometry.
|
|
|
|
## 3. Report Generation (Phase 5)
|
|
**Goal**: Automated, publication-ready reporting.
|
|
|
|
### 3.1 Dynamic Report Builder
|
|
- **Features**:
|
|
- Markdown-based editor with live preview.
|
|
- Drag-and-drop charts from the dashboard into the report.
|
|
- LLM integration: "Explain this convergence plot" -> Generates text.
|
|
|
|
### 3.2 Export Options
|
|
- **Formats**: PDF (via `react-to-print` or server-side generation), HTML, Markdown.
|
|
- **Content**: Includes high-res charts, tables, and 3D snapshots.
|
|
|
|
## 4. UI/UX Polish (Scientific Theme)
|
|
**Goal**: Professional, "Dark Mode" scientific aesthetic.
|
|
|
|
- **Typography**: Use a monospaced font for data (e.g., JetBrains Mono, Fira Code) and a clean sans-serif for UI (Inter).
|
|
- **Color Palette**:
|
|
- Background: `#0a0a0a` (Deep black/gray).
|
|
- Accents: Neon cyan/blue for data, muted gray for UI.
|
|
- Status: Traffic light colors (Green/Yellow/Red) but desaturated/neon.
|
|
- **Layout**:
|
|
- Collapsible sidebars for maximum data visibility.
|
|
- "Zen Mode" for focusing on specific visualizations.
|
|
- Dense data display (compact rows, small fonts) for information density.
|
|
|
|
## Implementation Roadmap
|
|
|
|
1. **Step 1: Advanced Visualizations**
|
|
- Implement Parallel Coordinates.
|
|
- Implement Pareto Front Plot.
|
|
- Enhance Convergence Plot with confidence intervals (if available).
|
|
|
|
2. **Step 2: Iteration Analysis**
|
|
- Build the advanced data table with sorting/filtering.
|
|
- Create the "Compare Trials" view.
|
|
|
|
3. **Step 3: 3D Viewer Foundation**
|
|
- Set up Three.js canvas.
|
|
- Implement basic mesh loading (placeholder geometry first).
|
|
- Add color mapping logic.
|
|
|
|
4. **Step 4: Reporting & Polish**
|
|
- Build the report editor.
|
|
- Apply the strict "Scientific Dark" theme globally. |