Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Is it time to swish? Comparing activation functions in solving the Helmholtz equation using physics-informed neural networks
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2110.07721.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T12:43:34.726023Z
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 22f47ada-ff34-4d44-9775-a9034a134231 · inbound
A physics-informed neural network approach to the point defect model for electrochemical oxide film growth cites this paper.
A physics-informed neural network approach to the point defect model for electrochemical oxide film growth Is it time to swish? Comparing activation functions in solving the Helmholtz equation using physics-informed neural networks
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T12:43:34.726023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.