Pith Number

pith:G5F6CX64

pith:2024:G5F6CX64N5NZVWFQP74M5TEQEH

not attested not anchored not stored refs pending

Explainable Global Wildfire Prediction Models using Graph Neural Networks

Dayou Chen, Jinwei Hu, Matthew Kasoar, Rossella Arcucci, Sibo Cheng

arxiv:2402.07152 v1 · 2024-02-11 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G5F6CX64N5NZVWFQP74M5TEQEH}

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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

1 paper in Pith

Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning

Receipt and verification

First computed	2026-07-05T07:44:01.931285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

374be15fdc6f5b9ad8b07ff8cecc9021f433d7848d06348c99640504c6d51fad

Aliases

arxiv: 2402.07152 · arxiv_version: 2402.07152v1 · doi: 10.48550/arxiv.2402.07152 · pith_short_12: G5F6CX64N5NZ · pith_short_16: G5F6CX64N5NZVWFQ · pith_short_8: G5F6CX64

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/G5F6CX64N5NZVWFQP74M5TEQEH \
  | 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: 374be15fdc6f5b9ad8b07ff8cecc9021f433d7848d06348c99640504c6d51fad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91350a2d9eb9c38508f94f1ef5f31214f3bcc86217a9e2ee1399ab88ca6c8972",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-11T10:44:41Z",
    "title_canon_sha256": "f6f77f66b20cdb9d9850d9305a7a640d5bb62373380810bf95ad0f2aceb66836"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07152",
    "kind": "arxiv",
    "version": 1
  }
}