Pith Number

pith:NO6DRJCB

pith:2025:NO6DRJCBIIXXELTEEQDYAS57VV

not attested not anchored not stored refs pending

Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials

Elsa A. Olivetti, Elton Pan, Janik Jehkul, Jennifer L. M. Rupp, Steffen Weinmann, Thorben Prein

arxiv:2506.12557 v1 · 2025-06-14 · cond-mat.mtrl-sci · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{NO6DRJCBIIXXELTEEQDYAS57VV}

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Record completeness

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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

Coupling Language Models with Physics-based Simulation for Synthesis of Inorganic Materials

Receipt and verification

First computed	2026-07-05T11:21:55.254825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bbc38a441422f722e642407804bbfad57af36b7b0cfa69460cf71b62ce9ff8d

Aliases

arxiv: 2506.12557 · arxiv_version: 2506.12557v1 · doi: 10.48550/arxiv.2506.12557 · pith_short_12: NO6DRJCBIIXX · pith_short_16: NO6DRJCBIIXXELTE · pith_short_8: NO6DRJCB

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/NO6DRJCBIIXXELTEEQDYAS57VV \
  | 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: 6bbc38a441422f722e642407804bbfad57af36b7b0cfa69460cf71b62ce9ff8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d9c30258d3c2f38857e7101be29cfced3be064f423da92027e9980043784234",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-06-14T15:55:05Z",
    "title_canon_sha256": "eb251a8b4dd2a7bd5c016976def29a8e4bc39d5acbe44cc995f9fc3a08270cb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12557",
    "kind": "arxiv",
    "version": 1
  }
}