Pith Number

pith:KWN2YDTB

pith:2025:KWN2YDTBLMC67ATPNWRJK2D6FT

not attested not anchored not stored refs pending

Performance of universal machine-learned potentials with explicit long-range interactions in biomolecular simulations

Francesco Alesiani, Matheus Ferraz, Mathias Niepert, Viktor Zaverkin

arxiv:2508.10841 v1 · 2025-08-14 · physics.chem-ph · cond-mat.soft · cs.LG · physics.comp-ph

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\usepackage{pith}
\pithnumber{KWN2YDTBLMC67ATPNWRJK2D6FT}

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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

Fidelity of Machine Learned Potentials: Quantitative Assessment for Protonated Oxalate

Receipt and verification

First computed	2026-07-05T11:54:03.548109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

559bac0e615b05ef826f6da295687e2ce63d23f1a07bc972623f61908acec8d3

Aliases

arxiv: 2508.10841 · arxiv_version: 2508.10841v1 · doi: 10.48550/arxiv.2508.10841 · pith_short_12: KWN2YDTBLMC6 · pith_short_16: KWN2YDTBLMC67ATP · pith_short_8: KWN2YDTB

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/KWN2YDTBLMC67ATPNWRJK2D6FT \
  | 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: 559bac0e615b05ef826f6da295687e2ce63d23f1a07bc972623f61908acec8d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "276077682b7c60701dc98fe4b33dc0237ffc2e6a75f700a8d0fde31a608daa2a",
    "cross_cats_sorted": [
      "cond-mat.soft",
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2025-08-14T17:08:34Z",
    "title_canon_sha256": "8a0dca9acadfc8bf6d9e1da247ae84e42f000dc48c997b8d5eac564faad3cdbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10841",
    "kind": "arxiv",
    "version": 1
  }
}