Pith Number

pith:4PYTSDMS

pith:2025:4PYTSDMSZW2UIGPSRJPIL35TBY

not attested not anchored not stored refs pending

Climate in a Bottle: Towards a Generative Foundation Model for the Kilometer-Scale Global Atmosphere

Aayush Gupta, Akshay Subramaniam, Arash Vahdat, David M. Hall, Karthik Kashinath, Michael S. Pritchard, Morteza Mardani, Noah D. Brenowitz, Peter Manshausen, Tao Ge

arxiv:2505.06474 v2 · 2025-05-10 · physics.ao-ph

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4PYTSDMSZW2UIGPSRJPIL35TBY}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

9 papers in Pith

Evaluating Skill and Stability of ArchesWeather and ArchesWeatherGen under Multi-Decadal Climate Simulations

Rigorous uncertainty quantification of probabilistic AI weather forecasts with conformal prediction

A PMP-inspired Evaluation Framework for Assessing Deep-Learning Earth System Models

HealDA: Highlighting the importance of initial errors in end-to-end AI weather forecasts

Physics constraints and response validation in discrete-time reduced-order modeling: from idealized turbulent systems to climate dynamics

Receipt and verification

First computed	2026-07-05T11:45:58.053697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3f1390d92cdb54419f28a5e85efb30e1b465891c9ed051811dd61a09c44e3bf

Aliases

arxiv: 2505.06474 · arxiv_version: 2505.06474v2 · doi: 10.48550/arxiv.2505.06474 · pith_short_12: 4PYTSDMSZW2U · pith_short_16: 4PYTSDMSZW2UIGPS · pith_short_8: 4PYTSDMS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4PYTSDMSZW2UIGPSRJPIL35TBY \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e3f1390d92cdb54419f28a5e85efb30e1b465891c9ed051811dd61a09c44e3bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77523142b9ebb5e698b5ef1066326538b736315e0f9da75fd17d87ce0e8afa1b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2025-05-10T00:09:54Z",
    "title_canon_sha256": "459102efff0e52c7e03f49254300fc22d3666fa9ed2d18d61a03e4a85579f6b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06474",
    "kind": "arxiv",
    "version": 2
  }
}