Pith Number

pith:QV4XVSDC

pith:2015:QV4XVSDC4NLHLPCGUL5DNO3ED4

not attested not anchored not stored refs pending

Convolutional Networks on Graphs for Learning Molecular Fingerprints

Al\'an Aspuru-Guzik, David Duvenaud, Dougal Maclaurin, Jorge Aguilera-Iparraguirre, Rafael G\'omez-Bombarelli, Ryan P. Adams, Timothy Hirzel

arxiv:1509.09292 v2 · 2015-09-30 · cs.LG · cs.NE · 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{QV4XVSDC4NLHLPCGUL5DNO3ED4}

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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

Spatial statistics for screening molecular structures

Thermodynamically consistent machine learning model for excess Gibbs energy

Solving Max-Cut to Global Optimality via Feasibility-Preserving Graph Neural Networks

Receipt and verification

First computed	2026-05-18T01:27:56.796293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85797ac862e35675bc46a2fa36bb641f336cbea364e45002d81bd2a746bf1003

Aliases

arxiv: 1509.09292 · arxiv_version: 1509.09292v2 · doi: 10.48550/arxiv.1509.09292 · pith_short_12: QV4XVSDC4NLH · pith_short_16: QV4XVSDC4NLHLPCG · pith_short_8: QV4XVSDC

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/QV4XVSDC4NLHLPCGUL5DNO3ED4 \
  | 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: 85797ac862e35675bc46a2fa36bb641f336cbea364e45002d81bd2a746bf1003

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6203968ef923d38a9102af6e8f09a3bca7ed78f0af40938728eef94b1f5fa9c7",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-09-30T18:33:50Z",
    "title_canon_sha256": "0f6af6a9c82baee3f0db4dad6bbb77ec4a8c22698036c6e8d7de0681a5d99754"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1509.09292",
    "kind": "arxiv",
    "version": 2
  }
}