Pith Number

pith:LESSCE6W

pith:2022:LESSCE6WDOCDOS4T55YK4QCOFZ

not attested not anchored not stored refs pending

Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets

Chang Liu, Di He, Guolin Ke, Jiacheng You, Jiyan He, Shengjie Luo, Shuxin Zheng, Tie-Yan Liu, Yifei Shen, Yu Shi

arxiv:2203.04810 v2 · 2022-03-09 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LESSCE6WDOCDOS4T55YK4QCOFZ}

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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

5 papers in Pith

Reactive Flux Matching: Mechanism Discovery and Adaptive Sampling of Rare Events

Synergistic Benefits of Joint Molecule Generation and Property Prediction

MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures

Quotient-Space Diffusion Models

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

Receipt and verification

First computed	2026-07-05T05:31:13.292569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59252113d61b84374b93ef70ae404e2e724e2e8452bc990b8a8ff40f20946122

Aliases

arxiv: 2203.04810 · arxiv_version: 2203.04810v2 · doi: 10.48550/arxiv.2203.04810 · pith_short_12: LESSCE6WDOCD · pith_short_16: LESSCE6WDOCDOS4T · pith_short_8: LESSCE6W

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/LESSCE6WDOCDOS4T55YK4QCOFZ \
  | 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: 59252113d61b84374b93ef70ae404e2e724e2e8452bc990b8a8ff40f20946122

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89d9749489e03807bd9c954962314a77a5364b8e25cb74f3bb9b7fa2e4d3ceff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-09T15:40:10Z",
    "title_canon_sha256": "3909f4deed17acf9dd8c2eb70a874e15a1cf8c2540edb1a246fe6afdd792b164"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.04810",
    "kind": "arxiv",
    "version": 2
  }
}