Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T17:26:11.814276Z
Paper Citation Record Β· 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:14:36.466325Z
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 Β· outbound
This paper cites #βπ".π!#|(π!#β+π.
Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data #βπ".π!#|(π!#β+π
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 2026-08-17T06:30:58.91139+00:00.
Observation 7fb22e92-96db-4e0d-b512-cf66a023883c Β· 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 Β· outbound
This paper cites J.; Paige, B.; HernΓ‘ndez-Lobato, J.
Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data J.; Paige, B.; HernΓ‘ndez-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 2026-08-17T06:30:58.91139+00:00.
Observation 08ffdb75-78aa-4f1d-bdfb-e643c52c6f08 Β· 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 2026-08-17T06:30:58.91139+00:00.
Observation 1c72a02e-4036-4bc5-96ba-ce5300762db4 Β· 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 2026-08-17T06:30:58.91139+00:00.
Observation 9ba4d601-1e9a-46f6-bf97-4d39a4441127 Β· 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 Β· 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 2026-08-17T06:30:58.91139+00:00.
Observation ba0ffe41-08c4-42b4-b067-da15099e4b8c Β· 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 2026-08-17T06:30:58.91139+00:00.
Observation 17f61ba6-566f-4dba-95d9-1b5215d7ec54 Β· 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 Β· 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 2026-08-17T06:30:58.91139+00:00.
Observation 7ac4b4d5-7d37-4571-8f6c-92add59fbfb2 Β· 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 2026-08-17T06:30:58.91139+00:00.
Observation 519ba0c8-f3b9-4ff4-8d23-f36fa9765daf Β· 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 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
Observation 102f08f7-fec1-494a-9320-074bd31336cb Β· 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 2026-08-17T06:30:58.91139+00:00.