feat: Add Protocol 13 adaptive optimization, Plotly charts, and dashboard improvements
## 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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# NX 2506
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# Journal created by Antoine on Tue Dec 2 21:35:51 2025 Eastern Standard Time
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#
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import math
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import NXOpen
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import NXOpen.CAE
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def main(args) :
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theSession = NXOpen.Session.GetSession() #type: NXOpen.Session
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workSimPart = theSession.Parts.BaseWork
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displaySimPart = theSession.Parts.BaseDisplay
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# ----------------------------------------------
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# Menu: File->Save All
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# ----------------------------------------------
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anyPartsModified1, partSaveStatus1 = theSession.Parts.SaveAll()
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partSaveStatus1.Dispose()
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# ----------------------------------------------
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# Menu: Tools->Automation->Journal->Stop Recording
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# ----------------------------------------------
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if __name__ == '__main__':
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main(sys.argv[1:])
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