Pith. sign in

Paper Citation Record · LEDGER

Multi-scale DeepOnet (Mscale-DeepOnet) for Mitigating Spectral Bias in Learning High Frequency Operators of Oscillatory Functions

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2504.10932.

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

pith.paper-citation-record.v1
2504.10932 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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:34:09.224896Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T08:33:14.984874Z

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 ef5874a4-3c71-402e-b352-7d6963543de4 · inbound

Time Resolution Independent Operator Learning cites this paper.

Time Resolution Independent Operator Learning Multi-scale DeepOnet (Mscale-DeepOnet) for Mitigating Spectral Bias in Learning High Frequency Operators of Oscillatory Functions

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T20:34:09.224896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:34:09.224896Z digest=sha256:d4c479a7589858fc2231670f6f1ee412dd848f013db0de0125d8d0c2e3b971cd

Observation ced7ba5b-713f-4d37-a20e-ce6f14e7a5bd · inbound

Neural Operator-Based Surrogate Model for CFD:Helical Coil Steam Generator in Small Modular Reactor cites this paper.

Neural Operator-Based Surrogate Model for CFD:Helical Coil Steam Generator in Small Modular Reactor Multi-scale DeepOnet (Mscale-DeepOnet) for Mitigating Spectral Bias in Learning High Frequency Operators of Oscillatory Functions

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:33:14.986436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T08:30:36.566186Z digest=sha256:b58695e2dccc045ef3f606237911a1408d9e8da5a89a49083204d1b47d0a2983