Pith Number

pith:7PNKTCIL

pith:2022:7PNKTCILMXK5AAT5FSNNPX6KJK

not attested not anchored not stored refs pending

Pre-training via Denoising for Molecular Property Prediction

Alvaro Sanchez-Gonzalez, Hyunjik Kim, James Martens, Jonathan Godwin, Michael Schaarschmidt, Peter Battaglia, Razvan Pascanu, Sheheryar Zaidi, Yee Whye Teh

arxiv:2206.00133 v2 · 2022-05-31 · cs.LG · q-bio.BM · 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{7PNKTCILMXK5AAT5FSNNPX6KJK}

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

6 papers in Pith

DiffusionBench: On Holistic Evaluation of Diffusion Transformers

TriForces: Augmenting Atomistic GNNs for Transferable Representations

A probabilistic framework for crystal structure denoising, phase classification, and order parameters

On Improving Graph Neural Networks for QSAR by Pre-training on Extended-Connectivity Fingerprints

h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network

Receipt and verification

First computed	2026-07-05T05:10:00.427374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbdaa9890b65d5d0027d2c9ad7dfca4a932640fa32a375bd33da6becb07c99ff

Aliases

arxiv: 2206.00133 · arxiv_version: 2206.00133v2 · doi: 10.48550/arxiv.2206.00133 · pith_short_12: 7PNKTCILMXK5 · pith_short_16: 7PNKTCILMXK5AAT5 · pith_short_8: 7PNKTCIL

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/7PNKTCILMXK5AAT5FSNNPX6KJK \
  | 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: fbdaa9890b65d5d0027d2c9ad7dfca4a932640fa32a375bd33da6becb07c99ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5fa8a5631969abb7e0c501dde640d71855dc6f72fe0aadeaed4295133c7f5e8",
    "cross_cats_sorted": [
      "q-bio.BM",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-31T22:28:34Z",
    "title_canon_sha256": "1f611b8c9b703a1402da5540040a052e063b868cef215cdbbab068a0b9ed8b11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00133",
    "kind": "arxiv",
    "version": 2
  }
}