logbook.json

{
  "schema_version": 1,
  "title": "Repro - WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling",
  "emoji": "🎯",
  "space_id": "Jkeisler75/repro-wind",
  "paper": {
    "arxiv_id": "2602.03924"
  },
  "tags": [
    "icml2026-repro",
    "paper-ILk0UMiQ6n"
  ],
  "updated_at": "2026-07-16T22:12:49+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-single-pre-trained-wind-model-replaces-specialized-baselines-across-diverse-atmospheric-tasks-without-task-specific-fine-tuning",
        "title": "Claim 1: Single pre-trained WIND model replaces specialized baselines across diverse atmospheric tasks without task-specific fine-tuning",
        "file": "pages/claim-1-single-pre-trained-wind-model-replaces-specialized-baselines-across-diverse-atmospheric-tasks-without-task-specific-fine-tuning/page.md",
        "children": []
      },
      {
        "slug": "claim-2-wind-solves-probabilistic-forecasting-spatial-temporal-downscaling-sparse-reconstruction-and-conservation-law-enforcement-as-inverse-problems-via-posterior-sampling",
        "title": "Claim 2: WIND solves probabilistic forecasting, spatial/temporal downscaling, sparse reconstruction, and conservation law enforcement as inverse problems via posterior sampling",
        "file": "pages/claim-2-wind-solves-probabilistic-forecasting-spatial-temporal-downscaling-sparse-reconstruction-and-conservation-law-enforcement-as-inverse-problems-via-posterior-sampling/page.md",
        "children": []
      },
      {
        "slug": "claim-3-model-generates-physically-consistent-counterfactual-extreme-weather-storylines-under-global-warming-scenarios",
        "title": "Claim 3: Model generates physically consistent counterfactual extreme weather storylines under global warming scenarios",
        "file": "pages/claim-3-model-generates-physically-consistent-counterfactual-extreme-weather-storylines-under-global-warming-scenarios/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "reproduction-poster",
        "title": "Reproduction poster",
        "file": "pages/reproduction-poster/page.md",
        "children": []
      },
      {
        "slug": "cpu-run-70ch-2000-samples-100-epochs",
        "title": "CPU run (70ch, 2000 samples, 100 epochs)",
        "file": "pages/cpu-run-70ch-2000-samples-100-epochs/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 3583,
  "revision": "1784239969903253311"
}