Pith Number

pith:3OGBVR63

pith:2024:3OGBVR63ST7BQLHW5EUD626Q4E

not attested not anchored not stored refs pending

MetaOpenFOAM: an LLM-based multi-agent framework for CFD

Hua Zhou, Xu Zhu, Yuxuan Chen, Zhuyin Ren

arxiv:2407.21320 v2 · 2024-07-31 · cs.AI · physics.flu-dyn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3OGBVR63ST7BQLHW5EUD626Q4E}

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

17 papers in Pith

A Constrained Natural-Language Interface for Variational Multi-Physics Finite Element Simulations in FEniCS

Auto-Configuring Scientific Simulators with Lightweight Coding-Agent Adapters

PDE-Agents: An LLM-Orchestrated Multi-Agent Framework for Automated Finite Element Simulations with Knowledge Graph-Augmented Reasoning

Auto-Configuring Scientific Simulators with Lightweight Coding-Agent Adapters

A Multi-AI-agent Framework Enabling End-to-end Finite Element Analysis for Solid Mechanics Problems

Receipt and verification

First computed	2026-07-05T08:52:56.021648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db8c1ac7db94fe182cf6e9283f6bd0e12e8af0d7cf96db71fc77b221c1bd2b79

Aliases

arxiv: 2407.21320 · arxiv_version: 2407.21320v2 · doi: 10.48550/arxiv.2407.21320 · pith_short_12: 3OGBVR63ST7B · pith_short_16: 3OGBVR63ST7BQLHW · pith_short_8: 3OGBVR63

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/3OGBVR63ST7BQLHW5EUD626Q4E \
  | 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: db8c1ac7db94fe182cf6e9283f6bd0e12e8af0d7cf96db71fc77b221c1bd2b79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9de736661723d9fa6c1f3f2b018431566c67992183744f8285b121cdae838fb0",
    "cross_cats_sorted": [
      "physics.flu-dyn"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-31T04:01:08Z",
    "title_canon_sha256": "224c6106218afe7272ce760e5d9d459baedf3c058f4e85f346fb7e8ab4e27cd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.21320",
    "kind": "arxiv",
    "version": 2
  }
}