Pith Number

pith:MP63QWHI

pith:2025:MP63QWHICSUCJBDH6Y4A4K43J7

not attested not anchored not stored refs pending

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

Haowen Xu, Ismet Canbulat, Ruiyu Liang, Sisi Zlatanova

arxiv:2506.02485 v2 · 2025-06-03 · cs.AI · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MP63QWHICSUCJBDH6Y4A4K43J7}

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.

Receipt and verification

First computed	2026-07-05T11:47:24.077175Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63fdb858e814a8248467f6380e2b9b4fd227340dc53d69521226ffa18b2da8f5

Aliases

arxiv: 2506.02485 · arxiv_version: 2506.02485v2 · doi: 10.48550/arxiv.2506.02485 · pith_short_12: MP63QWHICSUC · pith_short_16: MP63QWHICSUCJBDH · pith_short_8: MP63QWHI

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/MP63QWHICSUCJBDH6Y4A4K43J7 \
  | 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: 63fdb858e814a8248467f6380e2b9b4fd227340dc53d69521226ffa18b2da8f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7ae96af992b5bb8ae9df2b1175e745377d44fd9df9e656950d3630bfa45bdeb",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-03T05:54:40Z",
    "title_canon_sha256": "5a359a707564ae6fd038ae6295069b6568a94240636045e9f552a9b8dec710fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02485",
    "kind": "arxiv",
    "version": 2
  }
}