Pith Number

pith:NMX7LM5C

pith:2024:NMX7LM5CVKGHSBS2DZXSV4PHDK

not attested not anchored not stored refs pending

WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics

Aditya S. Ghate, Astrid Walle, Cetin Kiris, Danielle C. Maddix, Gaetan K. W. Kenway, Gary Page, Jordan B. Angel, Man Long Wong, Neil Ashton

arxiv:2407.19320 v4 · 2024-07-27 · physics.flu-dyn · 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{NMX7LM5CVKGHSBS2DZXSV4PHDK}

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

A Benchmarking Framework for AI models in Automotive Aerodynamics

Receipt and verification

First computed	2026-07-05T10:01:34.862243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b2ff5b3a2aa8c79065a1e6f2af1e71aab492d27ecd743694b817315b47475e8

Aliases

arxiv: 2407.19320 · arxiv_version: 2407.19320v4 · doi: 10.48550/arxiv.2407.19320 · pith_short_12: NMX7LM5CVKGH · pith_short_16: NMX7LM5CVKGHSBS2 · pith_short_8: NMX7LM5C

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/NMX7LM5CVKGHSBS2DZXSV4PHDK \
  | 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: 6b2ff5b3a2aa8c79065a1e6f2af1e71aab492d27ecd743694b817315b47475e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7e05ab2ae25a5b2a3b41924b8aa81bda083875f3c89e8d783fa6a95ef2d2b10",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2024-07-27T18:33:10Z",
    "title_canon_sha256": "d1b58d7ba9cffc7f7b90f9c700908e2d8c884c95198b96740b2ba653131ae27f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19320",
    "kind": "arxiv",
    "version": 4
  }
}