Pith Number

pith:DXH5ATKZ

pith:2026:DXH5ATKZVUT7RNCSRMLZE2GXZR

not attested not anchored not stored refs pending

Cross-attention-based bipartite graph neural network for coupled nodal and elemental field prediction in large-deformation sheet material forming

Haoran Li, Haosu Zhou, Nan Li, Tobias Pfaff, Yingxue Zhao

arxiv:2605.22845 v1 · 2026-05-14 · cs.CE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DXH5ATKZVUT7RNCSRMLZE2GXZR}

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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	2026-05-25T00:00:58.922559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dcfd04d59ad27f8b4528b179268d7cc46776ed341884449f84d288de103c7f4

Aliases

arxiv: 2605.22845 · arxiv_version: 2605.22845v1 · doi: 10.48550/arxiv.2605.22845 · pith_short_12: DXH5ATKZVUT7 · pith_short_16: DXH5ATKZVUT7RNCS · pith_short_8: DXH5ATKZ

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/DXH5ATKZVUT7RNCSRMLZE2GXZR \
  | 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: 1dcfd04d59ad27f8b4528b179268d7cc46776ed341884449f84d288de103c7f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df83666681a0aa72e7a002ded82a95797d54d89ee8e0d0ee98b8876637d34794",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2026-05-14T17:12:44Z",
    "title_canon_sha256": "417f10a9abc24fc871140fd6d9781fb8b95d0cf625c590d315b373dfbb5ebf6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22845",
    "kind": "arxiv",
    "version": 1
  }
}