Pith Number

pith:UQT2PWKB

pith:2023:UQT2PWKB2VTRKMXBSK4HPBB3ZD

not attested not anchored not stored refs pending

MeLM, a generative pretrained language modeling framework that solves forward and inverse mechanics problems

Markus J. Buehler

arxiv:2306.17525 v1 · 2023-06-30 · cond-mat.mtrl-sci · cond-mat.dis-nn · cond-mat.mes-hall · cond-mat.other · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UQT2PWKB2VTRKMXBSK4HPBB3ZD}

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

SoM-1K: A Thousand-Problem Benchmark Dataset for Strength of Materials

Receipt and verification

First computed	2026-07-05T07:02:30.934716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a427a7d941d5671532e192b877843bc8c6946812bb666f9464ebae3d72825b12

Aliases

arxiv: 2306.17525 · arxiv_version: 2306.17525v1 · doi: 10.48550/arxiv.2306.17525 · pith_short_12: UQT2PWKB2VTR · pith_short_16: UQT2PWKB2VTRKMXB · pith_short_8: UQT2PWKB

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/UQT2PWKB2VTRKMXBSK4HPBB3ZD \
  | 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: a427a7d941d5671532e192b877843bc8c6946812bb666f9464ebae3d72825b12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c03506d0a0cda51ad971f2bb85af583a86875aead026aa3430b134f23f75f850",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.mes-hall",
      "cond-mat.other",
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2023-06-30T10:28:20Z",
    "title_canon_sha256": "1d9d357d177457c4f828006176f4f9ab316c33116d990adee4e9127dcdd2a3cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.17525",
    "kind": "arxiv",
    "version": 1
  }
}