Pith Number

pith:5ZXGG3DI

pith:2025:5ZXGG3DIIMOUTVCIBM4VMF2EWP

not attested not anchored not stored refs pending

Universal Machine Learning Potential for Systems with Reduced Dimensionality

Antoine Loew, Giulio Benedini, Matti Hellstrom, Miguel A. L. Marques, Silvana Botti

arxiv:2508.15614 v1 · 2025-08-21 · cond-mat.mtrl-sci · physics.comp-ph

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5ZXGG3DIIMOUTVCIBM4VMF2EWP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

AI-Driven Expansion and Application of the Alexandria Database

Receipt and verification

First computed	2026-07-05T11:57:15.483971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee6e636c68431d49d4480b39561744b3d06e11199c9c470d1b311f4e1d99d476

Aliases

arxiv: 2508.15614 · arxiv_version: 2508.15614v1 · doi: 10.48550/arxiv.2508.15614 · pith_short_12: 5ZXGG3DIIMOU · pith_short_16: 5ZXGG3DIIMOUTVCI · pith_short_8: 5ZXGG3DI

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/5ZXGG3DIIMOUTVCIBM4VMF2EWP \
  | 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: ee6e636c68431d49d4480b39561744b3d06e11199c9c470d1b311f4e1d99d476

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5d8a6b1d6108d5d85ede86e143b78b5621286bb5a9caaaa1020ac472bc8be40",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-08-21T14:38:43Z",
    "title_canon_sha256": "edb85e0919ad17c23a34f69a5c6d37f0b47557e58bd6e0c92643c05d10ede311"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15614",
    "kind": "arxiv",
    "version": 1
  }
}