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Paper Citation Record · LEDGER

Real-Time Topology Optimization in 3D via Deep Transfer Learning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2102.07657.

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

pith.paper-citation-record.v1
2102.07657 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 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:32:37.932808Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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 ff5bb492-3bea-4fce-a712-dfaa0068f400 · inbound

Trajectory-Aware Flow Matching for Topology Optimisation cites this paper.

Trajectory-Aware Flow Matching for Topology Optimisation Real-Time Topology Optimization in 3D via Deep Transfer Learning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T01:32:37.932808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T01:32:37.932808Z digest=sha256:3ef52cd547cb71983e9543f0c7e42cefd82fc42b1658e20c42909cb5e2ffae18