Pith Number

pith:BMC7YQJD

pith:2024:BMC7YQJDAOR64TCD4IKH4IJMQS

not attested not anchored not stored refs pending

Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries

Di Xiao, Haoze Song, Wei Wang, Zhihao Li, Zhilu Lai

arxiv:2411.15178 v3 · 2024-11-18 · cs.LG · 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{BMC7YQJDAOR64TCD4IKH4IJMQS}

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

LaDEEP: A Deep Learning-based Surrogate Model for Large Deformation of Elastic-Plastic Solids

Receipt and verification

First computed	2026-07-05T10:10:46.897406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b05fc412303a3ee4c43e2147e212c84b2819264b1e20731f25c0fe4c9a91e21

Aliases

arxiv: 2411.15178 · arxiv_version: 2411.15178v3 · doi: 10.48550/arxiv.2411.15178 · pith_short_12: BMC7YQJDAOR6 · pith_short_16: BMC7YQJDAOR64TCD · pith_short_8: BMC7YQJD

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/BMC7YQJDAOR64TCD4IKH4IJMQS \
  | 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: 0b05fc412303a3ee4c43e2147e212c84b2819264b1e20731f25c0fe4c9a91e21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2726983050acbed17f6149cce649b808bb04e7b00e6ceaf09b7d08714ab8802d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T12:35:03Z",
    "title_canon_sha256": "dea871743ac36956a630ac47d3dac8d3f127e11a49cd66a164e3272320c2b22c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15178",
    "kind": "arxiv",
    "version": 3
  }
}