Pith Number

pith:NUJSKWQU

pith:2024:NUJSKWQU4AFNKCENGYMXAC2L4K

not attested not anchored not stored refs pending

DrivAerML: High-Fidelity Computational Fluid Dynamics Dataset for Road-Car External Aerodynamics

Astrid Walle, Burkhard Hupertz, Charles Mockett, Danielle Maddix, Grigoris Fotiadis, Hendrik Hetmann, Louis Fliessbach, Marian Fuchs, Neil Ashton, Norbert Schonwald, Thilo Knacke, Vangelis Skaperdas

arxiv:2408.11969 v2 · 2024-08-21 · 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{NUJSKWQU4AFNKCENGYMXAC2L4K}

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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

ShapeBench: A Scalable Benchmark and Diagnostic Suite for Standardized Evaluation in Aerodynamic Shape Optimization

Transformer-based Neural Operators for 3D Wind Field Prediction over Complex Mountainous Terrain

Adapting Automotive Aerodynamics Surrogates to New Vehicle Families via Transfer Learning

GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training

ShapeBench: A Scalable Benchmark and Diagnostic Suite for Standardized Evaluation in Aerodynamic Shape Optimization

Receipt and verification

First computed	2026-07-05T10:50:30.628212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d13255a14e00ad5088d3619700b4be2ae0f2e0e7f19d0db5156a399b733ffd8

Aliases

arxiv: 2408.11969 · arxiv_version: 2408.11969v2 · doi: 10.48550/arxiv.2408.11969 · pith_short_12: NUJSKWQU4AFN · pith_short_16: NUJSKWQU4AFNKCEN · pith_short_8: NUJSKWQU

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/NUJSKWQU4AFNKCENGYMXAC2L4K \
  | 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: 6d13255a14e00ad5088d3619700b4be2ae0f2e0e7f19d0db5156a399b733ffd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ee884fa22fbd6635585e0c057657c8204e120ec1718f4c6aea7ef1dcb630cf9",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2024-08-21T19:47:41Z",
    "title_canon_sha256": "0dba02734f640ca946103e2baffe485561468bc10fe5e61542f4889f24c49e29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11969",
    "kind": "arxiv",
    "version": 2
  }
}