DynamisLab/src/OID_analysis/data/derived/pod/illusion_1.5L/summary.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

{
"scene": "illusion_1.5L",
"n_snapshots": 100,
"dof": 67200,
"ranks_computed": [
6,
8,
10,
12,
16
],
"energy_r10_5modes": 0.9790184586892507,
"energy_r10_10modes": 0.9999999999999999
}