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Paper Citation Record · LEDGER

Self-scalable Tanh (Stan): Faster Convergence and Better Generalization in Physics-informed Neural Networks

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2204.12589.

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

pith.paper-citation-record.v1
2204.12589 v2

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 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:32:32.465730Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T15:32:32.518491Z

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 e896c37f-ef29-4e37-b157-da190ed53424 · inbound

Physics-Informed Neural Networks for 2D Plane Wave Scattering in Arbitrary Dielectric Structures cites this paper.

Physics-Informed Neural Networks for 2D Plane Wave Scattering in Arbitrary Dielectric Structures Self-scalable Tanh (Stan): Faster Convergence and Better Generalization in Physics-informed Neural Networks

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:32:32.526918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T15:32:32.465730Z digest=sha256:b49c3bfadbc87b2c76e1225a589cdfb0b05a4296b2046b623e4ed90d95ddc495