Paper Citation Record · LEDGER

CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2310.05963.

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

pith.paper-citation-record.v1
2310.05963 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:16:41.133296Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:30:02.735153Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
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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 28a1c033-30d0-4b3f-9d34-a619838e0bf0 · inbound

BCAT: A Block Causal Transformer for PDE Foundation Models for Fluid Dynamics cites this paper.

BCAT: A Block Causal Transformer for PDE Foundation Models for Fluid Dynamics CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T21:55:52.742504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27e74597-f504-44cf-a15c-8987d9a2e998 · inbound

Benchmarking machine learning models for predicting aerofoil performance cites this paper.

Benchmarking machine learning models for predicting aerofoil performance CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T11:16:41.133296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2149f011-22c2-4e46-b72d-5577ecccb739 · inbound

PolyQROM: Orthogonal-Polynomial-Based Quantum Reduced-Order Model for Flow Field Analysis cites this paper.

PolyQROM: Orthogonal-Polynomial-Based Quantum Reduced-Order Model for Flow Field Analysis CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T05:05:32.656950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 410a084e-cc7c-45de-b6c1-f12b52702d6a · inbound

Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models cites this paper.

Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:23.058900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79bb54be-9909-43ac-b3de-af478645efdb · inbound

Improving Large Vision-Language Models' Understanding for Flow Field Data cites this paper.

Improving Large Vision-Language Models' Understanding for Flow Field Data CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:22.977826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e6255b-4632-4e5d-a748-892112d6e15a · inbound

FlowForge: A Staged Local Rollout Engine for Flow-Field Prediction cites this paper.

FlowForge: A Staged Local Rollout Engine for Flow-Field Prediction CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:41:04.491177Z

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 df750312-b865-41c5-bb92-29ae95e731e0 · 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 CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 95

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:55:58.820352Z

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 3d690f2d-7d4a-4a24-bbfe-16b139da46e3 · 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 CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:49:10.417242Z

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 7bd9bade-bb5a-44eb-8867-c475ff7d0c1e · inbound

Exactness Matters for Physical Rule Enforcement cites this paper.

Exactness Matters for Physical Rule Enforcement CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:26:19.832182Z

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 c4993907-c88b-4506-b517-4fe23a605555 · inbound

PDEAgent-Bench: A Multi-Metric, Multi-Library Benchmark for PDE Solver Generation cites this paper.

PDEAgent-Bench: A Multi-Metric, Multi-Library Benchmark for PDE Solver Generation CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:31:26.669820Z

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 b1635454-a956-493f-ac6b-ba50b5684af0 · inbound

AOT-POT: Adaptive Operator Transformation for Large-Scale PDE Pre-training cites this paper.

AOT-POT: Adaptive Operator Transformation for Large-Scale PDE Pre-training CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:03:46.700430Z

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 a0ee2d9e-0f04-4829-9f41-e50b662ada5f · inbound

Harnessing AI for Inverse Partial Differential Equation Problems: Past, Present, and Prospects cites this paper.

Harnessing AI for Inverse Partial Differential Equation Problems: Past, Present, and Prospects CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 156

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:32:45.611443Z

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 63ef9977-cc56-4b9f-8e5c-86f0ad583dfd · inbound

A Physics-Informed Fourier-Wavelet Transformer for Multiscale Computational Fluid Dynamics Surrogate Modeling cites this paper.

A Physics-Informed Fourier-Wavelet Transformer for Multiscale Computational Fluid Dynamics Surrogate Modeling CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:30:02.737094Z

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 4094de96-5d30-4364-8b94-e4e6d47a8018 · inbound

Physics-Guided Spectral Parametric Reduced-Order Modeling for Transient Prediction of Controlled Dynamical Systems cites this paper.

Physics-Guided Spectral Parametric Reduced-Order Modeling for Transient Prediction of Controlled Dynamical Systems CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T15:59:07.501283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8109e5-8022-42af-9027-bec37eaedaf0 · inbound

TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning cites this paper.

TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T00:16:45.675333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a604fe4-0d55-44cb-ab3a-86c37dee4f2d · inbound

Variational Parameter Calibration with Physics-Aware Latent-Space Surrogates cites this paper.

Variational Parameter Calibration with Physics-Aware Latent-Space Surrogates CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:54.251075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.