Pith Number

pith:42KE6DHV

pith:2024:42KE6DHVO7VNEFMCYZ773J5VUK

not attested not anchored not stored refs pending

Improving Molecular Modeling with Geometric GNNs: an Empirical Study

Alexandre Duval, Ali Ramlaoui, Basile Terver, David Rolnick, Fragkiskos D. Malliaros, Th\'eo Saulus, Victor Schmidt

arxiv:2407.08313 v1 · 2024-07-11 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{42KE6DHVO7VNEFMCYZ773J5VUK}

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	2026-07-05T08:42:46.612551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6944f0cf577ead21582c67ffda7b5a2a4759ebada794dc6d9891c1ef9c2d2e1

Aliases

arxiv: 2407.08313 · arxiv_version: 2407.08313v1 · doi: 10.48550/arxiv.2407.08313 · pith_short_12: 42KE6DHVO7VN · pith_short_16: 42KE6DHVO7VNEFMC · pith_short_8: 42KE6DHV

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/42KE6DHVO7VNEFMCYZ773J5VUK \
  | 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: e6944f0cf577ead21582c67ffda7b5a2a4759ebada794dc6d9891c1ef9c2d2e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27ab62579427f528f96ff5c5f678f8828f15eb5ed2c581d714532ad639ee0585",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-11T09:04:12Z",
    "title_canon_sha256": "d75b786be9fc9201753cf532d1bd0f0a395baa8505de8dd4aa71e9cb0e459a7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08313",
    "kind": "arxiv",
    "version": 1
  }
}