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Paper Citation Record · LEDGER

What You See is Not What You Get: Neural Partial Differential Equations and The Illusion of Learning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2411.15101.

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

pith.paper-citation-record.v1
2411.15101 v1

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 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T16:23:26.679435Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T08:55:34.988839Z

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 5593f821-b708-4904-b472-7464554b3d66 · inbound

Deep Learning of Solver-Aware Turbulence Closures from Nudged LES Dynamics cites this paper.

Deep Learning of Solver-Aware Turbulence Closures from Nudged LES Dynamics What You See is Not What You Get: Neural Partial Differential Equations and The Illusion of Learning

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:31:14.923341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-08T05:19:07.670987Z digest=sha256:d769074629551bc230f56ab4d7705092608f3ca42cd107dc5452685dfa4a9678

Observation 39e349ce-dc2f-4f06-8700-59ac18251f63 · inbound

Deep Learning of Solver-Aware Turbulence Closures from Nudged LES Dynamics cites this paper.

Deep Learning of Solver-Aware Turbulence Closures from Nudged LES Dynamics What You See is Not What You Get: Neural Partial Differential Equations and The Illusion of Learning

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-01T08:55:34.990325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-01T08:46:12.973332Z digest=sha256:be0a55021bd018ab762d4dfa97e4f3310ffc33b78c70389ce9adedc59d544b11

Observation 86c72404-d19a-47f4-86f9-01606620f502 · inbound

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study cites this paper.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study What You See is Not What You Get: Neural Partial Differential Equations and The Illusion of Learning

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-30T16:23:26.679435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T16:23:26.679435Z digest=sha256:c981ec734787603bd87f2e4b4479edd41bcb75a33fed494eb0221a6fe8960b48