Pith Number

pith:ON2PA7K5

pith:2022:ON2PA7K5UF67TKDEWLBBGDTPDI

not attested not anchored not stored refs pending

MultiScale MeshGraphNets

Alexander Pritzel, Meire Fortunato, Peter Battaglia, Peter Wirnsberger, Tobias Pfaff

arxiv:2210.00612 v1 · 2022-10-02 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ON2PA7K5UF67TKDEWLBBGDTPDI}

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

9 papers in Pith

Non-linear mechanical field reconstruction coupling recurrent neural networks with physics-informed graph neural networks

3D Point World Models: Point Completion Enables More Accurate Dynamics Learning

Physics-Informed Coarsening for Multigrid Graph Neural Surrogates

Sparse Autoencoders as a Steering Basis for Phase Synchronization in Graph-Based CFD Surrogates

PnP-Corrector: A Universal Correction Framework for Coupled Spatiotemporal Forecasting

Receipt and verification

First computed	2026-07-05T05:02:45.957905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7374f07d5da17df9a864b2c2130e6f1a097b924e35e0523dd43f33233e4a14df

Aliases

arxiv: 2210.00612 · arxiv_version: 2210.00612v1 · doi: 10.48550/arxiv.2210.00612 · pith_short_12: ON2PA7K5UF67 · pith_short_16: ON2PA7K5UF67TKDE · pith_short_8: ON2PA7K5

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/ON2PA7K5UF67TKDEWLBBGDTPDI \
  | 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: 7374f07d5da17df9a864b2c2130e6f1a097b924e35e0523dd43f33233e4a14df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05d8b2252457a49147734227589163b2e9b782df2c60e74ebdc24e7018d7079e",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-02T20:16:20Z",
    "title_canon_sha256": "e9b4523a2bb2b4b0a93609787fb4ad855dac4e14017ff3bcbad67658fa1427bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00612",
    "kind": "arxiv",
    "version": 1
  }
}