Paper Citation Record · LEDGER

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites

As of 19 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 1 inbound Pith citation observation for arXiv:2505.03779.

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

pith.paper-citation-record.v1
2505.03779 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:07:26.927891Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T22:19:47.616018Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

7 of 7 outbound references displayed

verified exact0
verified fuzzy7
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation d94cd544-bc2b-4460-b1f9-dc74de5cd0f6 · outbound

This paper cites Additive Manufacturing 62 (2023), 103374.

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites Additive Manufacturing 62 (2023), 103374

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:26.996689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df707796-7d91-4563-9b20-2894aa2a021d · outbound

This paper cites Ad- vances in neural information processing systems 32 (2019), 1–12.

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites Ad- vances in neural information processing systems 32 (2019), 1–12

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:26.981411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bb5589e3-eb55-4b52-a77f-b659d59ef23f · outbound

This paper cites IEEE Robotics and Automation Letters 6, 4 (2021), 6172–6179.

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites IEEE Robotics and Automation Letters 6, 4 (2021), 6172–6179

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:26.964984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75263777-7ce9-45a8-b5af-b36d78ea8a68 · outbound

This paper cites ACM Transactions on Graphics 38, 4 (2019), 1–11.

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites ACM Transactions on Graphics 38, 4 (2019), 1–11

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:27.028722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 603867fb-cc0d-415d-b5bb-5b2348009a40 · outbound

This paper cites ACM Transactions on Graphics 40, 4 (2021), 1–16.

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites ACM Transactions on Graphics 40, 4 (2021), 1–16

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:27.060315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 98f19e3d-f265-4287-94ef-a43f2de70568 · outbound

This paper cites Computer-Aided Design 156 (2023), 103449.

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites Computer-Aided Design 156 (2023), 103449

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:27.044679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6d04d1e8-7582-4c2f-84f5-ae4c90acadff · outbound

This paper cites ACM Transactions on Graphics 43, 6 (2024), 1–16.

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites ACM Transactions on Graphics 43, 6 (2024), 1–16

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:07:27.013309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 841caa82-02f7-4a7e-9676-f636e50fabbb · inbound

Implicit Neural Field-Based Process Planning for Multi-Axis Manufacturing: Direct Control over Collision Avoidance and Toolpath Geometry cites this paper.

Implicit Neural Field-Based Process Planning for Multi-Axis Manufacturing: Direct Control over Collision Avoidance and Toolpath Geometry Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:20:22.460823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.