## Protocol 13: Adaptive Multi-Objective Optimization - Iterative FEA + Neural Network surrogate workflow - Initial FEA sampling, NN training, NN-accelerated search - FEA validation of top NN predictions, retraining loop - adaptive_state.json tracks iteration history and best values - M1 mirror study (V11) with 103 FEA, 3000 NN trials ## Dashboard Visualization Enhancements - Added Plotly.js interactive charts (parallel coords, Pareto, convergence) - Lazy loading with React.lazy() for performance - Code splitting: plotly.js-basic-dist (~1MB vs 3.5MB) - Chart library toggle (Recharts default, Plotly on-demand) - ExpandableChart component for full-screen modal views - ConsoleOutput component for real-time log viewing ## Documentation - Protocol 13 detailed documentation - Dashboard visualization guide - Plotly components README - Updated run-optimization skill with Mode 5 (adaptive) ## Bug Fixes - Fixed TypeScript errors in dashboard components - Fixed Card component to accept ReactNode title - Removed unused imports across components 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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Launch Atomizer Dashboard
Start the Atomizer dashboard (backend + frontend) and open in browser.
Instructions
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Start the backend API server in background:
- Directory:
C:\Users\Antoine\Atomizer\atomizer-dashboard\backend - Command:
python -m uvicorn api.main:app --host 0.0.0.0 --port 8000 --reload - Use conda environment:
atomizer
- Directory:
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Start the frontend Vite dev server in background:
- Directory:
C:\Users\Antoine\Atomizer\atomizer-dashboard\frontend - Command: Use full path to npm since PATH may not be set:
& "C:\Program Files\nodejs\npm.cmd" run dev - Port: 3003
- Directory:
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Wait a few seconds for servers to start
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Open the dashboard in the default browser:
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Report status to user showing which servers are running and the URL
Note: On Windows, use cmd /c start http://localhost:3003 to open browser, or Start-Process in PowerShell.