95 lines
3.0 KiB
JSON
95 lines
3.0 KiB
JSON
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{
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"version": 1,
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"last_updated": "2026-01-06T12:00:00",
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"items": {
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"str-00001": {
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"id": "str-00001",
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"category": "str",
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"content": "Use TPE sampler for single-objective optimization with <4 design variables",
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"helpful_count": 5,
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"harmful_count": 0,
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"created_at": "2026-01-06T12:00:00",
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"last_used": null,
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"source_trials": [],
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"tags": ["optimization", "sampler"]
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},
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"str-00002": {
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"id": "str-00002",
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"category": "str",
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"content": "Use CMA-ES for continuous optimization with 4+ design variables",
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"helpful_count": 3,
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"harmful_count": 0,
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"created_at": "2026-01-06T12:00:00",
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"last_used": null,
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"source_trials": [],
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"tags": ["optimization", "sampler"]
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},
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"mis-00001": {
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"id": "mis-00001",
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"category": "mis",
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"content": "Always close NX process when done to avoid zombie processes consuming resources",
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"helpful_count": 10,
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"harmful_count": 0,
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"created_at": "2026-01-06T12:00:00",
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"last_used": null,
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"source_trials": [],
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"tags": ["nx", "process", "critical"]
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},
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"mis-00002": {
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"id": "mis-00002",
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"category": "mis",
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"content": "Never trust surrogate predictions with confidence < 0.7 for production trials",
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"helpful_count": 5,
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"harmful_count": 0,
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"created_at": "2026-01-06T12:00:00",
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"last_used": null,
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"source_trials": [],
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"tags": ["surrogate", "validation"]
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},
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"cal-00001": {
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"id": "cal-00001",
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"category": "cal",
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"content": "Relative WFE = (WFE_current - WFE_baseline) / WFE_baseline, NOT WFE_baseline / WFE_current",
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"helpful_count": 3,
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"harmful_count": 0,
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"created_at": "2026-01-06T12:00:00",
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"last_used": null,
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"source_trials": [],
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"tags": ["zernike", "calculation", "critical"]
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},
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"tool-00001": {
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"id": "tool-00001",
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"category": "tool",
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"content": "Use extract_zernike_figure for surface figure analysis (E20), extract_zernike_opd for optical path difference (E21)",
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"helpful_count": 4,
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"harmful_count": 0,
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"created_at": "2026-01-06T12:00:00",
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"last_used": null,
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"source_trials": [],
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"tags": ["extractor", "zernike"]
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},
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"dom-00001": {
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"id": "dom-00001",
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"category": "dom",
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"content": "For mirror optimization: WFE = 2 * surface figure RMS (reflection doubles error)",
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"helpful_count": 3,
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"harmful_count": 0,
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"created_at": "2026-01-06T12:00:00",
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"last_used": null,
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"source_trials": [],
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"tags": ["mirror", "optics", "fundamental"]
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},
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"wf-00001": {
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"id": "wf-00001",
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"category": "wf",
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"content": "Always run 5-10 initial FEA trials before enabling surrogate to establish baseline",
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"helpful_count": 4,
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"harmful_count": 0,
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"created_at": "2026-01-06T12:00:00",
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"last_used": null,
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"source_trials": [],
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"tags": ["surrogate", "workflow"]
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}
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}
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}
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