Pith Number

pith:CZDBSABY

pith:2023:CZDBSABYFNJ7DYRK343YFZZQDJ

not attested not anchored not stored refs pending

Generating Minimal Training Sets for Machine Learned Potentials

Christian Holm, Jan Finkbeiner, Samuel Tovey

arxiv:2309.03840 v1 · 2023-09-07 · physics.comp-ph · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CZDBSABYFNJ7DYRK343YFZZQDJ}

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

Muon Optimizer Accelerates Grokking

Receipt and verification

First computed	2026-07-05T06:48:42.754365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16461900382b53f1e22adf3782e7301a55592aee934014e792e83dab5557b3e3

Aliases

arxiv: 2309.03840 · arxiv_version: 2309.03840v1 · doi: 10.48550/arxiv.2309.03840 · pith_short_12: CZDBSABYFNJ7 · pith_short_16: CZDBSABYFNJ7DYRK · pith_short_8: CZDBSABY

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/CZDBSABYFNJ7DYRK343YFZZQDJ \
  | 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: 16461900382b53f1e22adf3782e7301a55592aee934014e792e83dab5557b3e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "854700a619532f2acb02d1d7ce703d3815b372513fce4de3ff82eba0ccc3ce91",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2023-09-07T16:54:43Z",
    "title_canon_sha256": "763f69bafa90c4fa74d14c6818ef9443809e38b9b9e362e5dc47376581463e2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.03840",
    "kind": "arxiv",
    "version": 1
  }
}