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Paper Citation Record · LEDGER

ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.00803.

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

pith.paper-citation-record.v1
2502.00803 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:36:17.421647Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T00:02:49.919697Z

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 a99250dc-590d-4181-85d2-780bcf29453e · inbound

Neural Multiscale Decomposition for Solving The Nonlinear Klein-Gordon Equation with Time Oscillation cites this paper.

Neural Multiscale Decomposition for Solving The Nonlinear Klein-Gordon Equation with Time Oscillation ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T19:36:17.421647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T19:36:17.421647Z digest=sha256:a6a7de5e818fb6a901b66c639c6c84e8efad5307517b30e6024972c34325be37

Observation 5762360b-e776-4435-b044-02912028ada2 · inbound

PINNs Failure Modes are Overfitting cites this paper.

PINNs Failure Modes are Overfitting ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-06-29T00:02:49.921343Z

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=pdf_text observed=2026-06-28T23:55:48.420884Z digest=sha256:c63bcd8024696c0888b5e9f3a64556d1d50e4b775f6ec5babd2da5a62a5d9d6c

Observation 5a3729af-bf90-41a8-92b8-97a1961cb3fb · inbound

Cosmo-SPINN: Fuzzy Dark Matter Simulations with Physics-Informed Generative Networks cites this paper.

Cosmo-SPINN: Fuzzy Dark Matter Simulations with Physics-Informed Generative Networks ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-31T02:27:16.891206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T02:27:16.891206Z digest=sha256:2b61628b68231e8ef1685e2661078ae274bccc7dc0318d418242609b0caff5ce