Paper Citation Record · LEDGER

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data

As of 18 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2411.12612.

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

pith.paper-citation-record.v1
2411.12612 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:26:11.814276Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:14:36.466325Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:14:36.517320Z

Reference resolution

12 of 12 outbound references displayed

verified exact1
verified fuzzy6
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 45c532b8-2428-4a68-8400-be13d1e1d967 · outbound

This paper cites #−𝑑".𝑑!#|(𝑑!#⁄+𝑑.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data #−𝑑".𝑑!#|(𝑑!#⁄+𝑑

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:26:12.019434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7fb22e92-96db-4e0d-b512-cf66a023883c · outbound

This paper cites Tutorial on Variational Autoencoders.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data Tutorial on Variational Autoencoders

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T17:26:11.805087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0dc4e1-b3b5-4917-852a-95290d04ef29 · outbound

This paper cites J.; Paige, B.; Hernández-Lobato, J.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data J.; Paige, B.; Hernández-Lobato, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:26:11.932528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08ffdb75-78aa-4f1d-bdfb-e643c52c6f08 · outbound

This paper cites Physics-based reward driven image analysis in microscopy.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data Physics-based reward driven image analysis in microscopy

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T17:26:11.903919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1c72a02e-4036-4bc5-96ba-ce5300762db4 · outbound

This paper cites Kernel density esMmaMon and its applicaMon.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data Kernel density esMmaMon and its applicaMon

Reference 183

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:26:11.917964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ba4d601-1e9a-46f6-bf97-4d39a4441127 · outbound

This paper cites Interface-induced ferroelectric domains and charged domain walls in Bi Fe O 3/Sr Ti O 3 superlasces.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data Interface-induced ferroelectric domains and charged domain walls in Bi Fe O 3/Sr Ti O 3 superlasces

Reference 197

Resolution: unresolved; no resolver link, observed 2026-08-12T17:26:11.783401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76e5ad7d-24fc-492e-a24c-21efd92a9797 · outbound

This paper cites X-ray and neutron sca]ering from rough surfaces.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data X-ray and neutron sca]ering from rough surfaces

Reference 1987

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:26:12.003890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ba0ffe41-08c4-42b4-b067-da15099e4b8c · outbound

This paper cites AberraMon correcMon in the STEM.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data AberraMon correcMon in the STEM

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:26:11.989376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 17f61ba6-566f-4dba-95d9-1b5215d7ec54 · outbound

This paper cites B.; Berkels, B.; Dahmen, W.; Binev, P .; Sanchez, S.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data B.; Berkels, B.; Dahmen, W.; Binev, P .; Sanchez, S

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-12T17:26:11.778708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83cada6b-e065-4692-83df-8ccbb562af7e · outbound

This paper cites G.; Prentza, A.; Koutsouris, D.; Chatziioannou, A.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data G.; Prentza, A.; Koutsouris, D.; Chatziioannou, A

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:26:11.948421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7ac4b4d5-7d37-4571-8f6c-92add59fbfb2 · outbound

This paper cites Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T17:26:11.883317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 519ba0c8-f3b9-4ff4-8d23-f36fa9765daf · outbound

This paper cites M.; Al-Najjar, A.; Ghosh, A.; Hinkle, J.

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data M.; Al-Najjar, A.; Ghosh, A.; Hinkle, J

Reference 6361

Resolution: verified exact; doi, observed 2026-08-12T17:26:11.964015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 102f08f7-fec1-494a-9320-074bd31336cb · inbound

Mic-hackathon 2024: Hackathon on Machine Learning for Electron and Scanning Probe Microscopy cites this paper.

Mic-hackathon 2024: Hackathon on Machine Learning for Electron and Scanning Probe Microscopy Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T05:14:36.523254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.