Paper Citation Record · LEDGER

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

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2512.07847.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2512.07847 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T19:06:22.154981Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T19:08:49.312450Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a4a09829-d70f-43c6-8f77-f3e21834f86c · inbound

Toward Generalizable Graph Learning for 3D Engineering AI: Explainable Workflows for CAE Mode Shape Classification and CFD Field Prediction cites this paper.

Toward Generalizable Graph Learning for 3D Engineering AI: Explainable Workflows for CAE Mode Shape Classification and CFD Field Prediction CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-08-21T01:16:43.209514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3a6c5e5d-84e3-497a-8e2e-450f30e83b82 · inbound

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

CarCrashNet: A Large-Scale Dataset and Hierarchical Neural Solver for Data-Driven Structural Crash Simulation CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics

Reference 78

Resolution: metadata mismatch; arxiv_id, observed 2026-08-21T01:16:43.209514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 965f4bbe-f5b9-433e-8c7a-0e3db7f75bb6 · inbound

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

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-08-21T01:16:43.209514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b2ff3a84-1f39-4cc2-a9d6-db1690e66518 · inbound

FLOATBench: A Dataset and Benchmark for Floating Offshore Wind Turbine Tower Fatigue cites this paper.

FLOATBench: A Dataset and Benchmark for Floating Offshore Wind Turbine Tower Fatigue CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-08-21T01:16:43.209514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9fefc804-db2e-4e4a-946e-6665d78f2c4f · inbound

Adapting Automotive Aerodynamics Surrogates to New Vehicle Families via Transfer Learning cites this paper.

Adapting Automotive Aerodynamics Surrogates to New Vehicle Families via Transfer Learning CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-08-21T01:16:43.209514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 10499f39-2e66-46ef-86c7-a701bbef5192 · inbound

A Geometry-Aware Triplane Field Network for Vehicle Aerodynamic Prediction cites this paper.

A Geometry-Aware Triplane Field Network for Vehicle Aerodynamic Prediction CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-08-21T01:16:43.209514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 710f2804-0a26-45dd-a911-53d0136e0dfd · inbound

Robust and Explainable 3D Mode Shape Recognition Using Region-Aware Graph Neural Networks cites this paper.

Robust and Explainable 3D Mode Shape Recognition Using Region-Aware Graph Neural Networks CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-08-21T01:16:43.209514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.