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Pith Number

pith:CUVRI326

pith:2024:CUVRI326GQUGQD7N6WUL7GKODW
not attested not anchored not stored refs pending

Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields

Abhishek Das, Muhammed Shuaibi, Tess Smidt, Yi-Lun Liao

arxiv:2403.09549 v3 · 2024-03-14 · cs.LG · cs.AI · physics.chem-ph · physics.comp-ph

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\usepackage{pith}
\pithnumber{CUVRI326GQUGQD7N6WUL7GKODW}

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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.

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2 papers in Pith

Receipt and verification
First computed 2026-07-05T09:52:10.247681Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

152b146f5e3428680fedf5a8bf994e1d98568d1afe1f4ffa5ff49b19cd1d3599

Aliases

arxiv: 2403.09549 · arxiv_version: 2403.09549v3 · doi: 10.48550/arxiv.2403.09549 · pith_short_12: CUVRI326GQUG · pith_short_16: CUVRI326GQUGQD7N · pith_short_8: CUVRI326
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CUVRI326GQUGQD7N6WUL7GKODW \
  | 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: 152b146f5e3428680fedf5a8bf994e1d98568d1afe1f4ffa5ff49b19cd1d3599
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "779848ce90ac2bd17f443b63198d46a790e983230ea1ccadec43d52afde7c653",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.chem-ph",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-14T16:38:02Z",
    "title_canon_sha256": "236180ed87dd3ac03bf042244881b78d18906df2c77f58d43bc192818958aff3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09549",
    "kind": "arxiv",
    "version": 3
  }
}