Pith. sign in
Pith Number

pith:7NWBUQBQ

pith:2021:7NWBUQBQMFTUTUV7FBQ4GPKIC2
not attested not anchored not stored refs pending

GeoT: A Geometry-aware Transformer for Reliable Molecular Property Prediction and Chemically Interpretable Representation Learning

Bumju Kwak, Byunghan Lee, Jeonghee Jo, Jiwon Park, Sungroh Yoon, Taewon Kang

arxiv:2106.15516 v3 · 2021-06-29 · cs.LG · physics.chem-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7NWBUQBQMFTUTUV7FBQ4GPKIC2}

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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.
Receipt and verification
First computed 2026-07-05T06:25:36.322226Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fb6c1a4030616749d2bf2861c33d4816bad1d8155bbe64f5f2dc916d6e246c34

Aliases

arxiv: 2106.15516 · arxiv_version: 2106.15516v3 · doi: 10.48550/arxiv.2106.15516 · pith_short_12: 7NWBUQBQMFTU · pith_short_16: 7NWBUQBQMFTUTUV7 · pith_short_8: 7NWBUQBQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7NWBUQBQMFTUTUV7FBQ4GPKIC2 \
  | 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: fb6c1a4030616749d2bf2861c33d4816bad1d8155bbe64f5f2dc916d6e246c34
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f46fdf1cc8844c72627255589434aa65db2f3a44ff67733cf4837775f6901309",
    "cross_cats_sorted": [
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-29T15:47:18Z",
    "title_canon_sha256": "c95ef89349a71676be5c6660737f1a26c25a542cac55af06afdb2349b877eea6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15516",
    "kind": "arxiv",
    "version": 3
  }
}