Pith Number

pith:TP7H2H6V

pith:2025:TP7H2H6VRNCYGKWYLM65TICH5H

not attested not anchored not stored refs pending

Efficient Parallelization of Message Passing Neural Network Potentials for Large-scale Molecular Dynamics

Bin Jiang, Junfan Xia

arxiv:2505.06711 v3 · 2025-05-10 · physics.chem-ph · 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{TP7H2H6VRNCYGKWYLM65TICH5H}

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	2026-07-05T11:17:45.339163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bfe7d1fd58b45832ad85b3dd9a047e9dbfe0ae6f2607d6cdc4d102219112c43

Aliases

arxiv: 2505.06711 · arxiv_version: 2505.06711v3 · doi: 10.48550/arxiv.2505.06711 · pith_short_12: TP7H2H6VRNCY · pith_short_16: TP7H2H6VRNCYGKWY · pith_short_8: TP7H2H6V

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/TP7H2H6VRNCYGKWYLM65TICH5H \
  | 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: 9bfe7d1fd58b45832ad85b3dd9a047e9dbfe0ae6f2607d6cdc4d102219112c43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f74d342bb7efb12415e80f545d9aacc4566c1137705a673307589675906218fd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2025-05-10T17:30:22Z",
    "title_canon_sha256": "e2845949a370f27919ef9d52d5ec0977a4d0e4196845c4c96c560cef29c3fe04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06711",
    "kind": "arxiv",
    "version": 3
  }
}