Pith Number

pith:UUINXQVI

pith:2024:UUINXQVI3N2NCNWEFPOLMJFM7D

not attested not anchored not stored refs pending

Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs

Daniel Michelson, David Hudak, Dominique Brunet, Emily Ruboonga, Farrukh A. Chishtie, Jing Jiang, Melissa Westland, Mujtaba Hassan, Rachel H. White, Rana Usman Ali, Roland Stull, Sayana Imaash, Timothy Chui, Vicky Lucas

arxiv:2411.13496 v1 · 2024-11-20 · cs.LG · physics.ao-ph · physics.soc-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{UUINXQVI3N2NCNWEFPOLMJFM7D}

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	2026-07-05T09:38:18.186426Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a510dbc2a8db74d136c42bdcb624acf8ffd618eddd5238cf664e53838cb71f36

Aliases

arxiv: 2411.13496 · arxiv_version: 2411.13496v1 · doi: 10.48550/arxiv.2411.13496 · pith_short_12: UUINXQVI3N2N · pith_short_16: UUINXQVI3N2NCNWE · pith_short_8: UUINXQVI

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/UUINXQVI3N2NCNWEFPOLMJFM7D \
  | 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: a510dbc2a8db74d136c42bdcb624acf8ffd618eddd5238cf664e53838cb71f36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c6586aa652a6885b88f97799dc06ccbcf66e961e3a46869284ade939227857c",
    "cross_cats_sorted": [
      "physics.ao-ph",
      "physics.soc-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-20T17:45:03Z",
    "title_canon_sha256": "166c3273ac5c01519f6f8c284d9181d8f1f479fadb36cb19189a2f4b684f2af8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13496",
    "kind": "arxiv",
    "version": 1
  }
}