Pith Number

pith:ZJ6TCLWL

pith:2020:ZJ6TCLWLJU3OXOJVONX2T34A45

not attested not anchored not stored refs pending

Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures

Lei Xie, Shuo Zhang, Yang Liu

arxiv:2011.07457 v1 · 2020-11-15 · cs.LG · physics.comp-ph · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZJ6TCLWLJU3OXOJVONX2T34A45}

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

Transferable FB-GNN-MBE Framework for Potential Energy Surfaces: Data-Adaptive Transfer Learning in Deep Learned Many-Body Expansion Theory

Receipt and verification

First computed	2026-07-05T01:51:49.967294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca7d312ecb4d36ebb935736fa9ef80e7412ec63baf4ec361b4dcc645cabbb7b2

Aliases

arxiv: 2011.07457 · arxiv_version: 2011.07457v1 · doi: 10.48550/arxiv.2011.07457 · pith_short_12: ZJ6TCLWLJU3O · pith_short_16: ZJ6TCLWLJU3OXOJV · pith_short_8: ZJ6TCLWL

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/ZJ6TCLWLJU3OXOJVONX2T34A45 \
  | 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: ca7d312ecb4d36ebb935736fa9ef80e7412ec63baf4ec361b4dcc645cabbb7b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f815b6eb02397e7a76227b74ce447868f79dc7a4d0fd820152160079af75188",
    "cross_cats_sorted": [
      "physics.comp-ph",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-15T05:55:15Z",
    "title_canon_sha256": "fe97a68ce05573ee783acbe2e02e2d605b7b04657d5f0085dbdbc4f76823cc64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.07457",
    "kind": "arxiv",
    "version": 1
  }
}