Pith Number

pith:PHIAPRNO

pith:2026:PHIAPRNO36XTBHSF3UCP76DNKM

not attested not anchored not stored refs pending

Representations from Pretrained Machine-Learning Interatomic Potentials as Coarse Coordinates for Material Generation and Evaluation

Janine George, Katharina Ueltzen, Paul Hagemann, Philipp Benner, Simon M\"uller

arxiv:2607.28776 v1 · 2026-07-30 · cs.LG · 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{PHIAPRNO36XTBHSF3UCP76DNKM}

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.

Receipt and verification

First computed	2026-08-03T00:12:51.284741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79d007c5aedfaf309e45dd04fff86d530217f985af2468f386ef61ccbd0b8d9e

Aliases

arxiv: 2607.28776 · arxiv_version: 2607.28776v1 · doi: 10.48550/arxiv.2607.28776 · pith_short_12: PHIAPRNO36XT · pith_short_16: PHIAPRNO36XTBHSF · pith_short_8: PHIAPRNO

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/PHIAPRNO36XTBHSF3UCP76DNKM \
  | 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: 79d007c5aedfaf309e45dd04fff86d530217f985af2468f386ef61ccbd0b8d9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4584b119ec3b70a2cf64636d3a9aab5fdaa8b286b1647173ab0387c0da0dfaa",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-30T18:56:34Z",
    "title_canon_sha256": "55d821059651da1242b88618a8156cc2648bafd245f1068c7357235911a02320"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28776",
    "kind": "arxiv",
    "version": 1
  }
}