Pith Number

pith:BFI3EMMN

pith:2018:BFI3EMMN7P4PCBLOXAPY27WHXU

not attested not anchored not stored refs pending

Message-passing neural networks for high-throughput polymer screening

A. Nolan Wilson, Caleb Phillips, Mark R. Nimlos, Michael F. Crowley, Peter C. St. John, Ross E. Larsen, Travis W. Kemper

arxiv:1807.10363 v2 · 2018-07-26 · physics.comp-ph · cs.LG · 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{BFI3EMMN7P4PCBLOXAPY27WHXU}

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	2026-05-17T23:39:48.705563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0951b2318dfbf8f1056eb81f8d7ec7bd3551ea4103ee0ac6da543ae90b5e69c7

Aliases

arxiv: 1807.10363 · arxiv_version: 1807.10363v2 · doi: 10.48550/arxiv.1807.10363 · pith_short_12: BFI3EMMN7P4P · pith_short_16: BFI3EMMN7P4PCBLO · pith_short_8: BFI3EMMN

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/BFI3EMMN7P4PCBLOXAPY27WHXU \
  | 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: 0951b2318dfbf8f1056eb81f8d7ec7bd3551ea4103ee0ac6da543ae90b5e69c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e74eee715a24589dd1ba5884d1982fd44200d131ad3a3c11ff8315fedb633367",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2018-07-26T20:53:42Z",
    "title_canon_sha256": "03b5b2b1f1ecd7b972cf5d583d70207b23fa31f3954a5745ffd83f8d3a597f19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.10363",
    "kind": "arxiv",
    "version": 2
  }
}