DynamisLab/src/OID_analysis/data/illusion/illusion_1.0L/norm.json
Frank14f 6614f18248 OID Analysis: correction-field structure diagnosis pipeline
Complete implementation of Observable-Inferred Decomposition (OID)
for the fluidic pinball project. Covers Phases 0-7 for all 5 scenes
(steady cloak, Karman cloak, illusion 0.75L/1.0L/1.5L).

Key deliverables:
- Full analysis pipeline: configs, utils, 11 collection scripts, 7 phase
  scripts, robustness analysis, figure generator, batch runner
- Data collected: 500 snapshots per scene, separate illusion-position q_blk
- 7 publication-quality figures: force-sig overlap, rank sensitivity,
  OID vs POD comparison, tau_c sensitivity, POD energy, steady metrics,
  white-box chain
- Comprehensive report at docs/OID_analysis_results.md (292 lines)
- Handover document at docs/OID_handover.md
- Updated knowledge base and notes with all Phase 2 results

Core finding: force-relevant and signature-relevant correction structures
systematically separate across control tasks (steady: +0.763 -> Karman: -0.034
-> illusion: -0.082 to -0.932), with OID consistently outperforming POD.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-06-22 17:18:19 +08:00

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JSON

{
"force_norm_fact": 0.01349699031561613,
"sens_deviation": [
0.9299430251121521,
-0.10059388726949692,
0.6555976867675781,
0.026127038523554802,
0.9600314497947693,
0.13349571824073792
],
"sens_norm_fact": [
2.216992139816284,
2.485595226287842,
0.7317331433296204,
3.5744357109069824,
2.063714027404785,
2.6462197303771973
]
}