{
  "schema_version": 2,
  "title": "Reproduction: \"Do Diffusion Models Dream of Electric Planes?\" Discrete and Continuous Simulation-Based Inference for Aircraft Design",
  "emoji": "✈️",
  "space_id": "wakeupmh/repro-diffusion-electric-planes",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-0COq6zy5kN"
  ],
  "updated_at": "2026-07-22T05:10:59+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: \"Do Diffusion Models Dream of Electric Planes?\" Discrete and Continuous Simulation-Based Inference for Aircraft Design",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1",
        "title": "Claim 1: The MixeDiT-MaskeDiT pipeline recovers known aeronautical trends",
        "file": "pages/claim-1/page.md",
        "children": []
      },
      {
        "slug": "claim-2",
        "title": "Claim 2: MixeDiT marginal topology distribution (KL 0.0505 vs 1.4607 uniform)",
        "file": "pages/claim-2/page.md",
        "children": []
      },
      {
        "slug": "claim-3",
        "title": "Claim 3: MaskeDiT vs NLE discrepancy against test data (MMD)",
        "file": "pages/claim-3/page.md",
        "children": []
      },
      {
        "slug": "claim-4",
        "title": "Claim 4: High-mass conditioning increases biplane proportion (91.6% vs 0.4%)",
        "file": "pages/claim-4/page.md",
        "children": []
      },
      {
        "slug": "claim-5",
        "title": "Claim 5: ≥10x wall-clock speedup over SUAVE simulation",
        "file": "pages/claim-5/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "traces": [],
  "workspace": {
    "file": "workspace.json",
    "file_count": 0,
    "total_size": 0,
    "bucket_id": null
  },
  "agent_view_tokens": 11520,
  "trace_view_tokens": 9866,
  "workspace_view_tokens": 8,
  "revision": "3ee1358ef7e6d73f4501",
  "traces_ref": {
    "repo_id": "wakeupmh/repro-diffusion-electric-planes-traces",
    "repo_type": "dataset",
    "repo_url": "https://huggingface.co/datasets/wakeupmh/repro-diffusion-electric-planes-traces",
    "private": true
  },
  "trace_dataset": "https://huggingface.co/datasets/wakeupmh/repro-diffusion-electric-planes-traces"
}