Pith Number

pith:CBL7RZAJ

pith:2021:CBL7RZAJKMRWA3SMOC2UYTES5S

not attested not anchored not stored refs pending

GemNet: Universal Directional Graph Neural Networks for Molecules

Florian Becker, Johannes Gasteiger, Stephan G\"unnemann

arxiv:2106.08903 v10 · 2021-06-02 · physics.comp-ph · cs.LG · physics.chem-ph · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CBL7RZAJKMRWA3SMOC2UYTES5S}

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

3 papers in Pith

High-order tensor neural network for iteration-free structure relaxation

Machine Learning Interatomic Potentials: Advancing Open-Source Software for Efficient and Scalable Molecular Simulation

Spatial statistics for screening molecular structures

Receipt and verification

First computed	2026-07-05T08:35:32.707661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1057f8e4095323606e4c70b54c4c92eca68874e21678e03a0b45bfcca1ec7a2b

Aliases

arxiv: 2106.08903 · arxiv_version: 2106.08903v10 · doi: 10.48550/arxiv.2106.08903 · pith_short_12: CBL7RZAJKMRW · pith_short_16: CBL7RZAJKMRWA3SM · pith_short_8: CBL7RZAJ

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/CBL7RZAJKMRWA3SMOC2UYTES5S \
  | 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: 1057f8e4095323606e4c70b54c4c92eca68874e21678e03a0b45bfcca1ec7a2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2794b6b8df8772256b826a2d36c9aeeebea2feee32ed11d1333a7ae94c59cf34",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.chem-ph",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2021-06-02T15:44:55Z",
    "title_canon_sha256": "1bb7e76bb9a5d1fbfec6b8b1f107ecbab77ac6d4d98a091e11a6248ff07800b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.08903",
    "kind": "arxiv",
    "version": 10
  }
}