Pith Number

pith:FVZNKPAN

pith:2025:FVZNKPANJPZVY2Z3LVEFAASJP7

not attested not anchored not stored refs pending

PLAID: A Unified Data Model for Machine Learning on Heterogeneous Physics Simulations

Abbas Kabalan, Alexandre Devaux-Rivi\`ere, Anthony Kalaydjian, Brian Staber, Christian Rey, Emmanuel Menier, Fabien Casenave, Ghassan Najjar, Giovanni Catalani, Luca Saverio, Matthieu Nastorg, Michele Alessandro Bucci, Nissrine Akkari, Rapha\"el Carpintero Perez, Samy Fouch\'e, Thierry Gonon, Thomas Daniel, William Piat, Xavier Roynard, Xuan Minh Vuong Nguyen

arxiv:2505.02974 v3 · 2025-05-05 · 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{FVZNKPANJPZVY2Z3LVEFAASJP7}

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

G-PARC: Graph-Physics Aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics on Unstructured Meshes

Receipt and verification

First computed	2026-05-27T01:05:34.631900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d72d53c0d4bf35c6b3b5d485002497fd8b00403c589a1ae50caa8681b9e3899

Aliases

arxiv: 2505.02974 · arxiv_version: 2505.02974v3 · doi: 10.48550/arxiv.2505.02974 · pith_short_12: FVZNKPANJPZV · pith_short_16: FVZNKPANJPZVY2Z3 · pith_short_8: FVZNKPAN

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/FVZNKPANJPZVY2Z3LVEFAASJP7 \
  | 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: 2d72d53c0d4bf35c6b3b5d485002497fd8b00403c589a1ae50caa8681b9e3899

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c168925a98419fa71caa06f8df1a7974e9684ca62cc74649c2b6eb910e8e2eda",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-05T18:59:17Z",
    "title_canon_sha256": "e0ab1bbbbb6db0f1862fa6f37bfd2dd645c627ef4817c344bf286136c6143c1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02974",
    "kind": "arxiv",
    "version": 3
  }
}