Anto01
f13563d7ab
Documentation: - Add docs/06_PHYSICS/ with Zernike fundamentals and OPD method docs - Add docs/guides/CMA-ES_EXPLAINED.md optimization guide - Update CLAUDE.md and ATOMIZER_CONTEXT.md with current architecture - Update OP_01_CREATE_STUDY protocol Planning: - Add DYNAMIC_RESPONSE plans for random vibration/PSD support - Add OPTIMIZATION_ENGINE_MIGRATION_PLAN for code reorganization Insights System: - Update design_space, modal_analysis, stress_field, thermal_field insights - Improve error handling and data validation NX Journals: - Add analyze_wfe_zernike.py for Zernike WFE analysis - Add capture_study_images.py for automated screenshots - Add extract_expressions.py and introspect_part.py utilities - Add user_generated_journals/journal_top_view_image_taking.py Tests & Tools: - Add comprehensive Zernike OPD test suite - Add audit_v10 tests for WFE validation - Add tools for Pareto graphs and mirror data extraction - Add migrate_studies_to_topics.py utility Knowledge Base: - Initialize LAC (Learning Atomizer Core) with failure/success patterns Dashboard: - Update Setup.tsx and launch_dashboard.py - Add restart-dev.bat helper script 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
60 lines
2.1 KiB
Markdown
60 lines
2.1 KiB
Markdown
# Physics Documentation Index
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This folder contains detailed physics and domain-specific documentation for Atomizer's analysis capabilities. These documents explain the **engineering and scientific foundations** behind the extractors and insights.
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## Document Catalog
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| Document | Topic | When to Read |
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|----------|-------|--------------|
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| [ZERNIKE_FUNDAMENTALS.md](ZERNIKE_FUNDAMENTALS.md) | Zernike polynomial basics, RMS calculation, multi-subcase analysis | Setting up mirror optimization, understanding WFE metrics |
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| [ZERNIKE_OPD_METHOD.md](ZERNIKE_OPD_METHOD.md) | **Rigorous OPD method** for lateral displacement correction | Lateral support optimization, validating WFE accuracy |
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## Quick Navigation
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### For Mirror/Optics Optimization
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1. **New to Zernike?** Start with [ZERNIKE_FUNDAMENTALS.md](ZERNIKE_FUNDAMENTALS.md)
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2. **Lateral support optimization?** Read [ZERNIKE_OPD_METHOD.md](ZERNIKE_OPD_METHOD.md) - **critical**
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3. **Mid-spatial frequency analysis?** See SYS_16 (msf_zernike insight)
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### For Structural Optimization
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- Stress extraction: See `SYS_12_EXTRACTOR_LIBRARY.md` (E3, E12)
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- Strain energy: See `SYS_12_EXTRACTOR_LIBRARY.md` (E13)
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### For Thermal Analysis
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- Temperature extraction: See `SYS_12_EXTRACTOR_LIBRARY.md` (E15-E17)
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## Related Documentation
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| Location | Content |
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|----------|---------|
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| `.claude/skills/modules/extractors-catalog.md` | Quick extractor lookup |
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| `.claude/skills/modules/insights-catalog.md` | Quick insight lookup |
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| `docs/protocols/system/SYS_12_EXTRACTOR_LIBRARY.md` | Extractor specifications |
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| `docs/protocols/system/SYS_16_STUDY_INSIGHTS.md` | Insight specifications |
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## Contributing Physics Documentation
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When adding new physics documentation:
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1. **Naming**: Use `{TOPIC}_{SUBTOPIC}.md` format (e.g., `THERMAL_GRADIENTS.md`)
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2. **Structure**: Follow the pattern in existing documents:
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- Executive Summary
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- Mathematical Formulation
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- When This Matters
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- Implementation Details
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- Usage Guide
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- Validation
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3. **Cross-reference**: Update this index and related skill modules
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4. **Link to code**: Reference the implementing extractors/insights
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