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Paper Citation Record · LEDGER

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2505.21878.

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

pith.paper-citation-record.v1
2505.21878 v3

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:25:59.211726Z

measured 30 of 30 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

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  • unresolved12
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 590b4956-510b-470c-b945-83fee567a43e · outbound

This paper cites Weng and Z.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Weng and Z

Reference 1

Resolution
verified fuzzy
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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.

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Observation de1bfe4f-7c3c-4dec-a3d0-ce21922228de · outbound

This paper cites 768-ary Laguerre-Gaussian-mode shift keying free-space optical communication based on convolutional neural networks.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation 768-ary Laguerre-Gaussian-mode shift keying free-space optical communication based on convolutional neural networks

Reference 2

Resolution
verified fuzzy
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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.

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Observation 0d0910b0-bb2f-47b9-9649-c1b2279ab532 · outbound

This paper cites Bongiovanni, D.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Bongiovanni, D

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:05.307127Z

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.

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Observation ac49bd19-4048-49af-912b-1eed91840ab9 · outbound

This paper cites Cheng, W.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Cheng, W

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:05.175124Z

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=2026-08-07T13:25:57.263041Z digest=sha256:35ac16a26b269957b6b19d6f3f0ca68877b924fcecab7b5dbec08571a2d26661

Observation 2b4f7dc1-b2ab-43ad-a8f1-6caae55aacb5 · outbound

This paper cites Orbital angular momentum-mediated machine learning for high-accuracy mode- feature encoding.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Orbital angular momentum-mediated machine learning for high-accuracy mode- feature encoding

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:05.052013Z

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=2026-08-07T13:25:57.331989Z digest=sha256:0d4f14557d2f30c29693abeec81fe6861a39218cc72441598ed8dd62f7ae828a

Observation 9805b592-7c2a-4237-909d-162001bb5ee7 · outbound

This paper cites Robust occlusion-aware orbital angular momentum feature extraction via all-optical diffractive processing systems.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Robust occlusion-aware orbital angular momentum feature extraction via all-optical diffractive processing systems

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:04.945075Z

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.

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Observation 3974e438-a58e-4770-aeb8-67f9e61687f6 · outbound

This paper cites Forbes, M.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Forbes, M

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:04.822566Z

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.

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Observation 76449ba5-92a8-4e96-ac44-3ef7ee456f5a · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:04.709519Z

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.

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Observation e4745a16-fc1d-4407-adc6-c539c74e30f1 · outbound

This paper cites Wang, Advances in communications using optical vortices, Photon.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Wang, Advances in communications using optical vortices, Photon

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:04.615360Z

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.

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Observation cca3e3ef-0c6e-43a3-9cad-48a8d261c63e · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:04.531578Z

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.

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Observation 114a04b9-128e-45ca-9e77-cd98a6d97e14 · outbound

This paper cites Fu and C.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Fu and C

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:04.423834Z

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.

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Observation 4f1f69b8-2c73-4c82-9bc2-5224df299308 · outbound

This paper cites Cheng and M.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Cheng and M

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:04.344351Z

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.

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Observation 10a71e09-faa7-4786-8a30-2d9e30892597 · outbound

This paper cites Gu and G.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Gu and G

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:04.228848Z

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.

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Observation 915ed899-eb3e-419b-b2ec-70247f336598 · outbound

This paper cites Belmonte, C.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Belmonte, C

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:04.125046Z

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=2026-08-07T13:25:58.023749Z digest=sha256:3a6045b38a192876346b53a45af33f528bc40f2069cd787b9b42e7e89e8160f6

Observation a59a3204-0834-48ff-b48c-daf15c772b37 · outbound

This paper cites Ryabtsev, S.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Ryabtsev, S

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:03.982187Z

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.

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Observation 2517f98a-80a8-4422-ab7c-f6c43d732037 · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:03.901577Z

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.

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Observation b12f8d12-ac73-4f50-aace-217361399d22 · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:03.826929Z

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.

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Observation 8ce1743d-17e1-4f87-842c-1fa805ce3dac · outbound

This paper cites Predicting atmospheric turbulence for secure quantum communications in free space.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Predicting atmospheric turbulence for secure quantum communications in free space

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:03.638821Z

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.

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Observation 207ef598-60c6-4a34-8d2d-eb106b44c8c7 · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:02.337119Z

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.

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Observation da505bea-0152-4ff5-82b6-2c9e926f7b43 · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:01.429884Z

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=2026-08-07T13:25:58.416387Z digest=sha256:26316cd52cc9a347a13572bea3fd50cc33209e5e4ff8552fc655ca03b726507b

Observation e03d1c68-90c3-4dcc-82bf-8558fbaa6857 · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:01.112422Z

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.

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Observation 627f1ca1-575a-4f4c-a5d8-8683e7a1c0b0 · outbound

This paper cites Yin et al., Experimental study of atmospheric turbulence detection using an orbital angular momentum beam via a convolutional neural network, IEEE Access 7, 184235–184241 (2019).

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Yin et al., Experimental study of atmospheric turbulence detection using an orbital angular momentum beam via a convolutional neural network, IEEE Access 7, 184235–184241 (2019)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:00.871894Z

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.

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Observation 5b1e40ef-4da3-4783-80db-a8b870d389df · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:00.681272Z

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.

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Observation 88686d7b-b28b-4ce0-aa93-90afb321f2cf · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:00.512170Z

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.

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Observation 0c8584c2-eace-41b2-98f5-b2a35078829e · outbound

This paper cites Zhou et al., Atmospheric turbulence strength distribution along a propagation path probed by longitudinally structured optical beams, Nat.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Zhou et al., Atmospheric turbulence strength distribution along a propagation path probed by longitudinally structured optical beams, Nat

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:26:00.310504Z

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.

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Observation 1f44010e-28dc-410c-92b5-57b3c161da58 · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:00.028364Z

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.

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Observation f0d9a70b-8f08-439b-b829-82e83a28f7ff · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:59.895695Z

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=2026-08-07T13:25:58.931356Z digest=sha256:8f27b04259319bd3b08f1cdcfe315e438ca895c681813e4f8d1dff99272d750d

Observation a9674367-eec5-47c0-a798-a2857c8df01e · outbound

This paper cites an unresolved cited work.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:59.693991Z

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=2026-08-07T13:25:58.995587Z digest=sha256:b42acf2ab291448b8a287cc2d5165bf53a8ae3d5bfe3ff27e97e939cfa2f50f6

Observation 59f1c5cc-a51d-4f4f-af42-2663cefb7998 · outbound

This paper cites Peters, V.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Peters, V

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:59.524137Z

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=2026-08-07T13:25:59.094757Z digest=sha256:1319e283f0d30639fef0b3e184938eed9cf227da024da38e19eccbe0fcafea75

Observation 36a34f65-299b-4707-8d7e-56f40478f3b0 · outbound

This paper cites Szegedy, W.

Machine learning assisted speckle and OAM spectrum analysis for enhanced turbulence characterisation Szegedy, W

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:59.373594Z

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.

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Pith citing papers

No inbound Pith citation observations are available.