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Paper Citation Record · LEDGER

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.16817.

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

pith.paper-citation-record.v1
2412.16817 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:39:21.682250Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:35:10.097702Z

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 47a5697c-3183-4cc4-91a3-3cbf7693c6eb · inbound

A Reward-Directed Diffusion Framework for Generative Design Optimization cites this paper.

A Reward-Directed Diffusion Framework for Generative Design Optimization A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T05:39:21.682250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:39:21.682250Z digest=sha256:99b1432af84ee88be10938ab1e0b8b70dda0c6f3652c8680dabfff15087db822

Observation 31158db3-10ee-4579-85b9-40760e1d40a2 · inbound

Canoe Paddling Quality Assessment Using Smart Devices: Preliminary Machine Learning Study cites this paper.

Canoe Paddling Quality Assessment Using Smart Devices: Preliminary Machine Learning Study A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:35:10.104200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T05:35:09.997335Z digest=sha256:eea4b7fe7ac8c360cdba4ce31b0b296a4e67b50149bba65c6f3af7ab9c169114