Pith Number

pith:6PB3S5VA

pith:2024:6PB3S5VA7LDQE7OHEAB2OUXRGM

not attested not anchored not stored refs pending

Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models

Boufeniza Redouane Larbi, Fenghua Ling, Jing-Jia Luo, Lei Bai, Lin Ouyang, Tao Han, Xiaohui Zhong

arxiv:2401.16669 v2 · 2024-01-30 · cs.LG · cs.AI · physics.ao-ph · physics.geo-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{6PB3S5VA7LDQE7OHEAB2OUXRGM}

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

1 paper in Pith

FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere

Receipt and verification

First computed	2026-07-05T08:09:48.187433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3c3b976a0fac7027dc72003a752f1331e71d6f66ba84e2b2a5404cd79543726

Aliases

arxiv: 2401.16669 · arxiv_version: 2401.16669v2 · doi: 10.48550/arxiv.2401.16669 · pith_short_12: 6PB3S5VA7LDQ · pith_short_16: 6PB3S5VA7LDQE7OH · pith_short_8: 6PB3S5VA

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/6PB3S5VA7LDQE7OHEAB2OUXRGM \
  | 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: f3c3b976a0fac7027dc72003a752f1331e71d6f66ba84e2b2a5404cd79543726

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbae95faf5f424498a1b3780029a08c94104ef0144df61c371689d50372c71fd",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.ao-ph",
      "physics.geo-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-30T01:34:43Z",
    "title_canon_sha256": "5864bea44e57aa2058e4bfbe7c1ad5038552e4be1aa84f3947d191f6f86c5f9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.16669",
    "kind": "arxiv",
    "version": 2
  }
}