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Paper Citation Record · LEDGER

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks

As of 16 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2508.20657.

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

pith.paper-citation-record.v1
2508.20657 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:59:20.508317Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:06:42.763731Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:06:42.812064Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved9
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b298202-1bc1-40ef-a821-d43089148078 · outbound

This paper cites an unresolved cited work.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T14:59:20.472222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:59:20.472222Z digest=sha256:88895fece9b88450ab000fd49a75a4b98e386e0ecd6e2b179f42641eb608e018

Observation d36a9d2d-048d-4bb9-9cdc-1b4bc2557077 · outbound

This paper cites an unresolved cited work.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T14:59:20.475848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:59:20.475848Z digest=sha256:7a1f08f245175e1ad7b11b51ab0d527ac0d6c9b96066a29c506e5a1c2e0e9728

Observation d66e1109-a1dd-4942-99d4-8c153dfb8b86 · outbound

This paper cites Chapter 4.4 - energy-dispersive x-ray spectroscopy (EDS).

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Chapter 4.4 - energy-dispersive x-ray spectroscopy (EDS)

Reference 3

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T14:59:20.619487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:59:20.479117Z digest=sha256:677637f12ee0f626ce2f82ea0024642815a0d6cb5b830aa09a24fb0b973b0a59

Observation bf702b9a-d283-4c41-8342-b539cda23d99 · outbound

This paper cites & Poelt, P.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks & Poelt, P

Reference 4

Resolution
verified exact
doi, observed 2026-08-05T14:59:20.541789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:59:20.482247Z digest=sha256:f33cc52c44e50ac4c6914686c2f00a8c107ce4405eb1bd0a2d15631d82d78284

Observation 6ad800c8-9c3d-4255-9ccd-eb520fb71012 · outbound

This paper cites an unresolved cited work.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T14:59:20.485685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:59:20.485685Z digest=sha256:fa5afeedae6163819822feaa70b60a55a378c8b7a9ed492c2ab101a7ae7ea399

Observation 8044d603-b143-4617-bb07-d6f19a7620cd · outbound

This paper cites an unresolved cited work.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:59:20.609490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:59:20.488977Z digest=sha256:b0a64c2ada70aab350c2fdbc2295dbcf1718e0beff2fc5c8a05bd44f781c79eb

Observation 76ebcb92-bc8f-4dfc-8dc1-59c2245c7a6f · outbound

This paper cites an unresolved cited work.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T14:59:20.492419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:59:20.492419Z digest=sha256:9df1313045aae530a835789d726dc39d8f17d5eecea9ed6ab01904d1278286a5

Observation f538fc47-5fef-494c-aaa4-d1d9d9fb4f7d · outbound

This paper cites Machine Learning (Springer nature, 2021).

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Machine Learning (Springer nature, 2021)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:59:20.594396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:59:20.495353Z digest=sha256:a84f04e02497ac50957555aeb35c811ed6f3a2ed40b90bc375977534bfa3231d

Observation 8c931237-9f53-414e-af23-a9335a450fe3 · outbound

This paper cites an unresolved cited work.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T14:59:20.499123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:59:20.499123Z digest=sha256:6f19325f9e08ebace0444a4430fd91ebab39ea7c837cfd938ac6a3d0b69b996e

Observation fe2c460d-12ec-4c90-b748-45a8a3b71c70 · outbound

This paper cites an unresolved cited work.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:59:20.579279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:59:20.502124Z digest=sha256:5783dee0a9e7eb472453a0807cd1401ca780d2071b3c1ebcd2916462c3c0db47

Observation 272ced4f-4577-46bf-9cf5-f08ea06c0977 · outbound

This paper cites an unresolved cited work.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:59:20.570037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:59:20.505206Z digest=sha256:cb16c6b508ab93a2589df0a2b1ebecc54a15d5166a44c642f0a383358cff9be9

Observation ad7ae1e8-1018-4edb-b79a-ac754208449d · outbound

This paper cites Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning.

Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T14:59:20.508317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:59:20.508317Z digest=sha256:44d4e3244a4d794c327c82ff8cb7694147dcf98921a3cbee0d12bcd45b73519d

Pith citing papers

Observation e4b6c79a-9258-478c-92aa-5c6f4f7cea01 · inbound

Protocol for Clustering 4DSTEM Data for Phase Differentiation in Glasses cites this paper.

Protocol for Clustering 4DSTEM Data for Phase Differentiation in Glasses Prediction of EDS Maps from 4DSTEM Diffraction Patterns Using Convolutional Neural Networks

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:06:42.816564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T13:06:42.763731Z digest=sha256:80e8803ab6e8ad9eb03acf644bd0545983bf6cf54ab772286eabddc397ab67a0