Pith Number

pith:XVKDCQ6J

pith:2021:XVKDCQ6JM54PEMJ5722EOGS6NQ

not attested not anchored not stored refs pending

GraphEBM: Molecular Graph Generation with Energy-Based Models

Bora Oztekin, Keqiang Yan, Meng Liu, Shuiwang Ji

arxiv:2102.00546 v2 · 2021-01-31 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XVKDCQ6JM54PEMJ5722EOGS6NQ}

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

Contrastive Regularization of Machine Learning Potentials

Latent Diffusion Pretraining for Crystal Property Prediction

Quantum-inspired Reinforcement Learning for Synthesizable Drug Design

Synergistic Benefits of Joint Molecule Generation and Property Prediction

Receipt and verification

First computed	2026-07-05T02:31:03.967759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd543143c96778f2313dfeb4471a5e6c01eb92a783f597a842c7a9da7454b3e7

Aliases

arxiv: 2102.00546 · arxiv_version: 2102.00546v2 · doi: 10.48550/arxiv.2102.00546 · pith_short_12: XVKDCQ6JM54P · pith_short_16: XVKDCQ6JM54PEMJ5 · pith_short_8: XVKDCQ6J

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/XVKDCQ6JM54PEMJ5722EOGS6NQ \
  | 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: bd543143c96778f2313dfeb4471a5e6c01eb92a783f597a842c7a9da7454b3e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36ad9e64b915af6f76dfe0f5388a74bd49ad6d8c2d069aec894ea258d52e5bfd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-31T21:45:12Z",
    "title_canon_sha256": "354af3bdb862d3af3ed34d8d31c330585649ee6546bc28ab5fa0185dff0675d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.00546",
    "kind": "arxiv",
    "version": 2
  }
}