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Paper Citation Record · LEDGER

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces

As of 15 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 4 inbound Pith citation observations for arXiv:2412.20183.

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

pith.paper-citation-record.v1
2412.20183 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:32:57.373671Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:32:41.811028Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:06:27.754353Z

Reference resolution

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e439a18-da30-40b1-a826-6773ba3f3ed4 · outbound

This paper cites Boull´ e, C.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Boull´ e, C

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:32:57.611593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.300076Z digest=sha256:f8f80e78482d26ad4182f071193705136c75f69ae6d7945a665021f5fc7b7049

Observation 8674bff5-64ed-49aa-b6cc-2828beafdbf9 · outbound

This paper cites Boull´ e and A.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Boull´ e and A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:32:57.600378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.304191Z digest=sha256:2ed6b13b5a2e61aae7b4df1dcaa7b309ca70544728fb6746e1c452c9c63988a5

Observation adbcf2ed-8fa1-4d3d-a89c-ffd67adbfab2 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.589023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.308989Z digest=sha256:fd5999641690c16418e092ce016452f71b72ca1aaa75ec98945b5d0ce1b0073d

Observation 11ac1011-b28e-4036-a05d-f9b19ee57958 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.577609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.313414Z digest=sha256:94c23e5d3e6e5c5f8b57c8d8362786ee47ca89e1095e162752a10cb3bce155b5

Observation 2f16614f-a4e5-41c9-b736-d997fc62d189 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.563130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.317792Z digest=sha256:4713857111cd47ec332ade26a81dfde6bfe2d6d052672a5fddda62d917071aa8

Observation 37802d81-43ea-4655-8c9a-89c12b2203de · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.550864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.321871Z digest=sha256:4ffc527edde19328545e4df621f9c98e5314c94f8979efdf7fbb19b63fafea96

Observation 0ead081a-b27e-41b9-ad65-55d7743adb72 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.538801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.326757Z digest=sha256:296350c3d841f0962c78882c38c36ced4caeb7d06f5abdbd0ebe382fe46b179f

Observation 5cb7019b-7fb9-4be4-808c-380101695951 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.526470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.331251Z digest=sha256:1c9d518fde1c9554b672fcbb0018b352b3ab83a0918df03aa9a8db7bfba231b3

Observation d1389d6a-9073-47b6-a82e-ecae50caece7 · outbound

This paper cites Mitigating spectral bias for the multiscale operator learning.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Mitigating spectral bias for the multiscale operator learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T23:32:57.335908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:32:57.335908Z digest=sha256:dfc1a38538ca454b844c07a231f12a9bcbe5e23e4acf674a49ceedb0e7dee95b

Observation 5a1e9cb2-1e52-4dd8-8222-e6a48b7552a0 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.511534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.340911Z digest=sha256:b5ed458493dc3a62b9abb521964c23b8a677e6a1a717b0191bafba5a270fdfdf

Observation 2f5defb3-3b82-44da-9dff-a64df5299a36 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.499350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.345863Z digest=sha256:445e58c305176e274f013cd1cde50c0d356e62b32c3ad7e6ff55b59c3153e136

Observation b1dd858b-990f-475c-9c5e-7bbff280e302 · outbound

This paper cites Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T23:32:57.350901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:32:57.350901Z digest=sha256:45372e849321d79d79088c9d84241d615d0cda020fd9169f125cc6f437ef76e3

Observation 5a48e88b-0086-4f5a-a055-cc29d58d4d3d · outbound

This paper cites Rahaman, A.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Rahaman, A

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:32:57.486737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.356513Z digest=sha256:83bf0dbf5d66a33ff67486890dd4424fb26bf30ffb804ffb36ae221dda8263ab

Observation b36ad373-953e-4557-9798-2b8d6c92d52c · outbound

This paper cites Ronneberger, P.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Ronneberger, P

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:32:57.475017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.361172Z digest=sha256:9692e0d4edae39a77b9fe7855ae90413d0b6f449a71e738969e75dca2a7a06d7

Observation 3bc0ee69-426b-482e-b722-5bc1b54efa67 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.462199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.365168Z digest=sha256:8414d50190a0d39fbc7b3104ab73e54a6b01023a14afd49c08fc17d588ba8ae9

Observation ce390347-c88b-417f-9eb2-c7a2ad2598d2 · outbound

This paper cites an unresolved cited work.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:32:57.449749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.369297Z digest=sha256:ed483e3be633775ce7c02c747e797d22f71b675b977eb03bc8b1e3bbff04ce90

Observation 47f1cc6c-f8c0-4353-8b8f-61d409bd1916 · outbound

This paper cites Zhang, W.

MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces Zhang, W

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:32:57.436025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:32:57.373671Z digest=sha256:334bf9cbe1eb32169489b98c05c30814d9cc1d605e031f91c8d4aac92fbff231

Pith citing papers

Observation 02e0c6f9-570d-43aa-898d-1d0eb3fa0d8e · inbound

On understanding and overcoming spectral biases of deep neural network learning methods for solving PDEs cites this paper.

On understanding and overcoming spectral biases of deep neural network learning methods for solving PDEs MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces

Reference 124

Resolution
unresolved
no resolver link, observed 2026-08-10T19:32:41.811028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:32:41.811028Z digest=sha256:99f6897d11063e1345c5082b7fd1cebddfdd9cc672cb364fc3827acfc0cd75eb

Observation 577803ec-18d6-4f58-9dd2-73dfcbef53a1 · inbound

A Greedy PDE Router for Blending Neural Operators and Classical Methods cites this paper.

A Greedy PDE Router for Blending Neural Operators and Classical Methods MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-18T12:32:36.228002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-18T12:32:13.577474Z digest=sha256:ae85219ec72375f607930cfe86278c972951dc904692faa679e990cc63407850

Observation a027da67-ac21-459a-b38a-979c881ff182 · inbound

Generalized Spherical Neural Operators: Green's Function Formulation cites this paper.

Generalized Spherical Neural Operators: Green's Function Formulation MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:08:40.073154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-16T23:05:33.582759Z digest=sha256:70d6f90fbf3c548137f4b5d558569e2edf519c05d61a537edce0413396b51fb8

Observation f0e4e2f2-34a3-48ca-a465-ecc893ce2fb5 · inbound

Correcting Neural Operator Spectral Bias via Diffusion Posterior Sampling with Sparse Observations cites this paper.

Correcting Neural Operator Spectral Bias via Diffusion Posterior Sampling with Sparse Observations MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-07-02T02:06:27.757130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-28T11:10:52.822919Z digest=sha256:18e4a45ed1d32e881d50a94f622c179096bb36363ebae9cac0263c277caa7b04