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Paper Citation Record · LEDGER

On the use of Artificial Neural Networks in Topology Optimisation

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2208.02563.

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

pith.paper-citation-record.v1
2208.02563 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-09T02:48:18.362359Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T02:55:53.566370Z

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 fc75e248-08b3-4e11-b42e-962f01dc9f9a · inbound

Neural Operator-enabled Topology-informed Evolutionary Strategy for PDE-Constrained Optimization cites this paper.

Neural Operator-enabled Topology-informed Evolutionary Strategy for PDE-Constrained Optimization On the use of Artificial Neural Networks in Topology Optimisation

Reference 76

Resolution
metadata mismatch
local_arxiv, observed 2026-07-09T02:55:53.567759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-07-09T02:48:18.362359Z digest=sha256:0662ae0da5cff91ecb648de198ac52e071f96e08b3b95125ef48e94fa30cafed