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Paper Citation Record · LEDGER

DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2012.02681.

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

pith.paper-citation-record.v1
2012.02681 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:15:55.077224Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6dc97890-ea9e-4a4c-904c-7343e0fa4900 · inbound

SPINN: Advancing Cosmological Simulations of Fuzzy Dark Matter with Physics Informed Neural Networks cites this paper.

SPINN: Advancing Cosmological Simulations of Fuzzy Dark Matter with Physics Informed Neural Networks DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T11:15:55.077224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:15:55.077224Z digest=sha256:3203327663245afa36775f27e032523c8322fd1c536cbd0dcccc6cc4fe73ed6b

Observation 6ff9fccf-7c30-431a-b8eb-9dc265f0ebb6 · 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 DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation

Reference 60

Resolution
metadata mismatch
local_arxiv, observed 2026-07-31T02:30:59.867236Z

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=arxiv_source observed=2026-07-31T02:27:16.968743Z digest=sha256:e5d6fc7a83a250f73fe5d84ee0dfc8a06638b28eeb8b8149bf7fcc8103ac1703