Pith Number

pith:OLU3ZT6F

pith:2025:OLU3ZT6FFAQ3RG66UX5R5KQO74

not attested not anchored not stored refs pending

CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics

Dule Shu, Faez Ahmed, Matt Klenk, Mohamed Elrefaie

arxiv:2512.07847 v2 · 2025-11-25 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OLU3ZT6FFAQ3RG66UX5R5KQO74}

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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

7 papers in Pith

Robust and Explainable 3D Mode Shape Recognition Using Region-Aware Graph Neural Networks

A Geometry-Aware Triplane Field Network for Vehicle Aerodynamic Prediction

FLOATBench: A Dataset and Benchmark for Floating Offshore Wind Turbine Tower Fatigue

Adapting Automotive Aerodynamics Surrogates to New Vehicle Families via Transfer Learning

CarCrashNet: A Large-Scale Dataset and Hierarchical Neural Solver for Data-Driven Structural Crash Simulation

Receipt and verification

First computed	2026-08-21T00:19:39.486402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72e9bccfc52821b89bdea5fb1eaa0eff3e5bc1fee35ec2f582e4d9cc26d8c844

Aliases

arxiv: 2512.07847 · arxiv_version: 2512.07847v2 · doi: 10.48550/arxiv.2512.07847 · pith_short_12: OLU3ZT6FFAQ3 · pith_short_16: OLU3ZT6FFAQ3RG66 · pith_short_8: OLU3ZT6F

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/OLU3ZT6FFAQ3RG66UX5R5KQO74 \
  | 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: 72e9bccfc52821b89bdea5fb1eaa0eff3e5bc1fee35ec2f582e4d9cc26d8c844

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc00ca956a985d1afb4114f75d306bd60242e6496ea4900b1c14df27337c0916",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-25T21:53:43Z",
    "title_canon_sha256": "41d5d677967108afbd9b0492ad9866a0fedd79a71006eca6a42a66553e54f315"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.07847",
    "kind": "arxiv",
    "version": 2
  }
}