Pith Number

pith:JTNZEGCK

pith:2025:JTNZEGCKIIQ6XDACPBCLUHOUKF

not attested not anchored not stored refs pending

Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding

Alessandro Caruso, Cecilia Clementi, Edoardo Rolando, Frank No\'e, Jacopo Venturin, Lorenzo Giambagli

arxiv:2502.13797 v2 · 2025-02-19 · physics.comp-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{JTNZEGCKIIQ6XDACPBCLUHOUKF}

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

A universal augmentation framework for long-range electrostatics in machine learning interatomic potentials

Receipt and verification

First computed	2026-07-05T10:17:18.434688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cdb92184a4221eb8c027844ba1dd4514ef74573c70a9a458549eba34338f090

Aliases

arxiv: 2502.13797 · arxiv_version: 2502.13797v2 · doi: 10.48550/arxiv.2502.13797 · pith_short_12: JTNZEGCKIIQ6 · pith_short_16: JTNZEGCKIIQ6XDAC · pith_short_8: JTNZEGCK

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/JTNZEGCKIIQ6XDACPBCLUHOUKF \
  | 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: 4cdb92184a4221eb8c027844ba1dd4514ef74573c70a9a458549eba34338f090

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0251e32b1808d510b507c0fe2b3e6ea624ea46588a340ef002c8cee17f60121f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-02-19T15:05:47Z",
    "title_canon_sha256": "6750cf0947c2af13b9af72b38c354c2a63999e696d4b0070a0ae07cd2cc7334b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13797",
    "kind": "arxiv",
    "version": 2
  }
}