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Paper Citation Record · LEDGER

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

As of 14 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=sha256:712c2bb9df6c86f5bd360fd2db5a2a80af7182918facfc10046f5cabd7551b9c

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:d378a89c4019fbf154f35f8b0bc5e26173cec9fdb1432b3d61f976d8f7ce267c

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=sha256:98f6f2a0d50d1e60e15fe236d3833b57e7255719c7e82443a955ca9d382b2f18

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=sha256:30e575b9698c4ba7d3734f0f68391412fefcc9e026beb1b50c4cba818362ca3a

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:dffc8e87b497e9ea0379a65fd6bc0dd37226d595fe89b7331b078d5e2f17c6cd

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=sha256:5b639ceb5a191c53289f9655fdd59ac44a088301bee95e02316ce0816a88d65b

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:acfb470128a1967ec9bda6d63131e1f0ec82414c774dc846b72d620c59aa2326

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=sha256:9c559177b814f0b240458ce5e196f92b7c1678b3117f99120c2616967162d161

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=sha256:5771a54973c06ae11a062af68910af01eec0e9a2de9d06be1e5c1146982579ec

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=sha256:8f0c5881c36e5aaeb4ad1e332efdd4a7cfd90e0a41b2b2240f753c78324af60b

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:bb6e96dc452e82cf728f12df356cb68376c26df5e5faebdcf61e41837c3dbd01

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=sha256:2b1bb15aafac35ae57279cd207adcf1a0e8ce7ed8020a6609803c6195919f53b

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:fedb38b162d5ec743c08a5951029d563711fb098052dbdba27cd2f73ff8c4a59

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:a45240b4edbe794703e9f054e0a0e617bc3b2197bef520eca15d40663a5b9ef8

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:a44010b44b883d263e7d7d7ea8e27886a0f18f3fe452ea3cf63aca0c326a1414

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:d3f77003ff1f8b8068509f5d4629d03e7aa3e57c6d20f8251d0010845f2934c3

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=sha256:7fc337eeb0c6a2af74d62f1e911282a36872acde467a90a642e5826b73f7e993

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:a044fbf15456a372222c151d43f1925559fc1755395f70cff99da4dbc0279fb0

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:ebb570452b2212bd93fc7f25af8fe232e75ea7ee4002b5316609ce2eb55f259a

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:c6c06a742af60d611364f050a9b3c20fdb5dffcfd01eca6ac135c4b7f2e5ef0f

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=sha256:79f6df5aff626f7363ea8fbc5a29c4b76369b7d7ac11e66bfa187225f1dc6244