Pith Number

pith:QCT5UR6O

pith:2024:QCT5UR6OG7NMZ5PJDBKSAIVAWU

not attested not anchored not stored refs pending

E(3)-equivariant models cannot learn chirality: Field-based molecular generation

Alexandru Dumitrescu, Dani Korpela, Harri L\"ahdesm\"aki, Markus Heinonen, Valerii Iakovlev, Vikas Garg, Yogesh Verma

arxiv:2402.15864 v2 · 2024-02-24 · cs.LG · physics.chem-ph · q-bio.BM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QCT5UR6OG7NMZ5PJDBKSAIVAWU}

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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

1 paper in Pith

Spatial statistics for screening molecular structures

Receipt and verification

First computed	2026-07-05T10:50:41.634615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80a7da47ce37daccf5e918552022a0b537e8c6812ffce15ba8d2f4ece4d9a32b

Aliases

arxiv: 2402.15864 · arxiv_version: 2402.15864v2 · doi: 10.48550/arxiv.2402.15864 · pith_short_12: QCT5UR6OG7NM · pith_short_16: QCT5UR6OG7NMZ5PJ · pith_short_8: QCT5UR6O

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/QCT5UR6OG7NMZ5PJDBKSAIVAWU \
  | 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: 80a7da47ce37daccf5e918552022a0b537e8c6812ffce15ba8d2f4ece4d9a32b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06205096b74bea1070d836846b533005c54191a8a1d11fb6919695ea4f1f7ce6",
    "cross_cats_sorted": [
      "physics.chem-ph",
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-24T17:13:58Z",
    "title_canon_sha256": "89a089b0b5b659c9b7a96dfdc5585fc14dff47dbb82b53acb67f2a3515701fd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15864",
    "kind": "arxiv",
    "version": 2
  }
}