Pith Number

pith:EI7DJPPH

pith:2020:EI7DJPPHUKZ3E4X5EAP5WWGQSU

not attested not anchored not stored refs pending

GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation

Chence Shi, Jian Tang, Ming Zhang, Minkai Xu, Weinan Zhang, Zhaocheng Zhu

arxiv:2001.09382 v2 · 2020-01-26 · 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{EI7DJPPHUKZ3E4X5EAP5WWGQSU}

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

4 papers in Pith

GraphWeave: Interpretable and Robust Graph Generation via Random Walk Trajectories

MolWorld: Molecule World Models for Actionable Molecular Optimization

How Creative Are Large Language Models in Generating Molecules?

Scalable Quantum Molecular Generation via GPU-Accelerated Tensor-Network Simulation

Receipt and verification

First computed	2026-07-05T00:44:07.692041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

223e34bde7a2b3b272fd201fdb58d0952e7da429142549a828f16ad9fc4320f2

Aliases

arxiv: 2001.09382 · arxiv_version: 2001.09382v2 · doi: 10.48550/arxiv.2001.09382 · pith_short_12: EI7DJPPHUKZ3 · pith_short_16: EI7DJPPHUKZ3E4X5 · pith_short_8: EI7DJPPH

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/EI7DJPPHUKZ3E4X5EAP5WWGQSU \
  | 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: 223e34bde7a2b3b272fd201fdb58d0952e7da429142549a828f16ad9fc4320f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2112ee3fec00744fa6bcae754c6cd971857b0b03641aa19f0d905511e31f55d3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-26T01:12:40Z",
    "title_canon_sha256": "4dda66f624e9d4c6c677b9bc7d41dd9288627d01a185a35d29e5e8449490540a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.09382",
    "kind": "arxiv",
    "version": 2
  }
}