Pith Number

pith:USWLWGJ7

pith:2024:USWLWGJ7BTAJNBABSZ4O7MB4MD

not attested not anchored not stored refs pending

Relaxed Equivariant Graph Neural Networks

Elyssa Hofgard, Robin Walters, Rui Wang, Tess Smidt

arxiv:2407.20471 v2 · 2024-07-30 · 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{USWLWGJ7BTAJNBABSZ4O7MB4MD}

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

Six Open Questions in Machine-Learned Interatomic Potential Foundation Models

Receipt and verification

First computed	2026-07-05T09:46:49.758360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4acbb193f0cc09684019678efb03c60c0953aef56032931934e107b1f83a4c9

Aliases

arxiv: 2407.20471 · arxiv_version: 2407.20471v2 · doi: 10.48550/arxiv.2407.20471 · pith_short_12: USWLWGJ7BTAJ · pith_short_16: USWLWGJ7BTAJNBAB · pith_short_8: USWLWGJ7

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/USWLWGJ7BTAJNBABSZ4O7MB4MD \
  | 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: a4acbb193f0cc09684019678efb03c60c0953aef56032931934e107b1f83a4c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8cb271fde842f3deef9d158b89abd75c0513c514739911b9e4157187c3bad68",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-30T00:16:50Z",
    "title_canon_sha256": "fdc026b3cab51d44d58565747732fce8c21ca5d91b6c219725fcc81b72925f03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20471",
    "kind": "arxiv",
    "version": 2
  }
}