Pith Number

pith:CYNLGDAD

pith:2020:CYNLGDAD5ZFNOZ232NQNNCPOBF

not attested not anchored not stored refs pending

Molecule Attention Transformer

Jacek Tabor, Krzysztof Rataj, {\L}ukasz Maziarka, S{\l}awomir Mucha, Stanis{\l}aw Jastrz\k{e}bski, Tomasz Danel

arxiv:2002.08264 v1 · 2020-02-19 · cs.LG · physics.comp-ph · 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{CYNLGDAD5ZFNOZ232NQNNCPOBF}

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

3 papers in Pith

TIGER: Text-Informed Generalized Enzyme-Reaction Retrieval

Chem-GMNet: A Sphere-Native Geometric Transformer for Molecular Property Prediction

A Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era

Receipt and verification

First computed	2026-07-05T02:13:43.361630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

161ab30c03ee4ad7675bd360d689ee096b37989ff7829a1d48c86ea3afb4cd60

Aliases

arxiv: 2002.08264 · arxiv_version: 2002.08264v1 · doi: 10.48550/arxiv.2002.08264 · pith_short_12: CYNLGDAD5ZFN · pith_short_16: CYNLGDAD5ZFNOZ23 · pith_short_8: CYNLGDAD

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/CYNLGDAD5ZFNOZ232NQNNCPOBF \
  | 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: 161ab30c03ee4ad7675bd360d689ee096b37989ff7829a1d48c86ea3afb4cd60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa46c1f5aee7aafe5cf03ca40c0ae6cdd083676e162b3ed36154d40deced5e8b",
    "cross_cats_sorted": [
      "physics.comp-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-19T16:14:48Z",
    "title_canon_sha256": "5a1287700aa2b4941bf7e59709d2bf2edd7fb20253c3fbc77b787c381688edd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.08264",
    "kind": "arxiv",
    "version": 1
  }
}