Paper Citation Record · LEDGER

Multiscale Graph Neural Network for Turbulent Flow-Thermal Prediction Around a Complex-Shaped Pin-Fin

As of 23 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2509.04463.

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

pith.paper-citation-record.v1
2509.04463 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:42:07.050809Z

measured 4 of 4 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

4 of 4 outbound references displayed

verified exact0
verified fuzzy4
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad5ecdfe-7638-4b93-ab45-77a06e73fa17 · outbound

This paper cites On the role and challenges of CFD in the aerospace industry,.

Multiscale Graph Neural Network for Turbulent Flow-Thermal Prediction Around a Complex-Shaped Pin-Fin On the role and challenges of CFD in the aerospace industry,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:42:07.109755Z

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 e80e3ef4-7334-45a0-9f3a-c76ebcff7397 · outbound

This paper cites Experimental velocity data estimation for imperfect particle images using machine learning,.

Multiscale Graph Neural Network for Turbulent Flow-Thermal Prediction Around a Complex-Shaped Pin-Fin Experimental velocity data estimation for imperfect particle images using machine learning,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:42:07.099370Z

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 9f628985-9c27-4424-b31a-fbc55019148d · outbound

This paper cites Flow reconstruction in time - varying geometries using graph neural networks,.

Multiscale Graph Neural Network for Turbulent Flow-Thermal Prediction Around a Complex-Shaped Pin-Fin Flow reconstruction in time - varying geometries using graph neural networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:42:07.089561Z

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 0511864b-b8d0-4866-a5ab-4c99e8948040 · outbound

This paper cites Relational inductive biases, deep learning, and graph networks,.

Multiscale Graph Neural Network for Turbulent Flow-Thermal Prediction Around a Complex-Shaped Pin-Fin Relational inductive biases, deep learning, and graph networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:42:07.079108Z

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.

Pith citing papers

No inbound Pith citation observations are available.