Pith Number

pith:Y6VN6I5B

pith:2025:Y6VN6I5BVTFNVXMVNKDQFXQFJR

not attested not anchored not stored refs pending

Data-Driven Radio Propagation Modeling using Graph Neural Networks

Adrien Bufort, Laurent Lebocq, Stefan Cathabard

arxiv:2501.06236 v1 · 2025-01-08 · cs.LG · cs.AI · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y6VN6I5BVTFNVXMVNKDQFXQFJR}

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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

From Waves to Graphs: A Ray-Tracing-Inspired Neural Radio Propagation Model

Receipt and verification

First computed	2026-07-05T09:59:35.018403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7aadf23a1accadadd956a8702de054c6ff54716df5f7c6374a8f863f236a018

Aliases

arxiv: 2501.06236 · arxiv_version: 2501.06236v1 · doi: 10.48550/arxiv.2501.06236 · pith_short_12: Y6VN6I5BVTFN · pith_short_16: Y6VN6I5BVTFNVXMV · pith_short_8: Y6VN6I5B

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/Y6VN6I5BVTFNVXMVNKDQFXQFJR \
  | 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: c7aadf23a1accadadd956a8702de054c6ff54716df5f7c6374a8f863f236a018

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6d86a40039765b4caeede357a43723e8cd167923f8c837c501d75ac7d68c83f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-08T09:09:50Z",
    "title_canon_sha256": "3afc400e9cf5e1529a49c6cebb465d0d43ecabe4f29a6f013dc54a4b2643c12b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06236",
    "kind": "arxiv",
    "version": 1
  }
}