Pith Number

pith:WBGNVOEP

pith:2023:WBGNVOEP47D3E7MUKOZG6HYDHT

not attested not anchored not stored refs pending

Neural General Circulation Models for Weather and Climate

Alvaro Sanchez-Gonzalez, Dmitrii Kochkov, Griffin Mooers, Ian Langmore, James Lottes, Jamie Smith, Janni Yuval, Matthew Willson, Michael P. Brenner, Milan Kl\"ower, Peter Battaglia, Peter D\"uben, Peter Norgaard, Sam Hatfield, Stephan Hoyer, Stephan Rasp

arxiv:2311.07222 v3 · 2023-11-13 · physics.ao-ph · cs.LG · physics.comp-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{WBGNVOEP47D3E7MUKOZG6HYDHT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

2 papers in Pith

Toward Artificial Intelligence Enabled Earth System Coupling

PINN-Cast: Exploring the Role of Continuous-Depth NODE in Transformers and Physics Informed Loss as Soft Physical Constraints in Short-term Weather Forecasting

Receipt and verification

First computed	2026-07-05T08:47:47.961808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b04cdab88fe7c7b27d9453b26f1f033cff1e376f7f74ea3fb4b56badc3646f17

Aliases

arxiv: 2311.07222 · arxiv_version: 2311.07222v3 · doi: 10.48550/arxiv.2311.07222 · pith_short_12: WBGNVOEP47D3 · pith_short_16: WBGNVOEP47D3E7MU · pith_short_8: WBGNVOEP

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/WBGNVOEP47D3E7MUKOZG6HYDHT \
  | 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: b04cdab88fe7c7b27d9453b26f1f033cff1e376f7f74ea3fb4b56badc3646f17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20ed790b9d9b560b61c798b3d6250fc48c0b920d4252b1e8fae1abacdad7e6a8",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2023-11-13T10:40:17Z",
    "title_canon_sha256": "4414d29c877031e9ec6da5ec3da0d9b280c22c1bceb92533d84aaa6876937cc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07222",
    "kind": "arxiv",
    "version": 3
  }
}