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Paper Citation Record · LEDGER

Fast 4D-STEM-based phase mapping for amorphous and mixed materials

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2507.17068.

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

pith.paper-citation-record.v1
2507.17068 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

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measured 43 of 43 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:11:58.785368Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

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External citation measurements

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Outbound references

Observation 4fc0e0ef-9af6-4414-b144-6a91b4eb5d95 · outbound

This paper cites an unresolved cited work.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Unresolved cited work

Reference 1

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This paper cites Green chemistry by nano-catalysis,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Green chemistry by nano-catalysis,

Reference 2

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This paper cites Nanomedicine—challenge and perspectives,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Nanomedicine—challenge and perspectives,

Reference 3

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This paper cites Energy storage: The future enabled by nanomaterials,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Energy storage: The future enabled by nanomaterials,

Reference 4

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Observation c10e5ebc-f271-45f3-a388-42c26af64087 · outbound

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Fast 4D-STEM-based phase mapping for amorphous and mixed materials Unresolved cited work

Reference 5

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Observation 288ebca6-147c-4e0c-9cd9-e3b63d3b6356 · outbound

This paper cites K2: A Super-Resolution Electron Counting Direct Detection Camera for Cryo-EM,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials K2: A Super-Resolution Electron Counting Direct Detection Camera for Cryo-EM,

Reference 6

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Observation c493c6e1-227b-4c1f-8a62-f22934045615 · outbound

This paper cites High Dynamic Range Pixel Array Detector for Scanning Transmission Electron Microscopy,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials High Dynamic Range Pixel Array Detector for Scanning Transmission Electron Microscopy,

Reference 7

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Observation bb944a3b-031b-4823-a50f-bca7bb609697 · outbound

This paper cites Four-Dimensional Scanning Transmission Electron Mi- croscopy (4d-STEM): From Scanning Nanodiffraction to Ptychography and Beyond,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Four-Dimensional Scanning Transmission Electron Mi- croscopy (4d-STEM): From Scanning Nanodiffraction to Ptychography and Beyond,

Reference 8

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This paper cites Egami and S.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Egami and S

Reference 9

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Observation a40d18b5-5a97-44e2-8f47-19232361ab69 · outbound

This paper cites Mapping structure and morphology of amorphous organic thin films by 4D-STEM pair distribution function analysis,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Mapping structure and morphology of amorphous organic thin films by 4D-STEM pair distribution function analysis,

Reference 10

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Observation 2fc73849-3dea-4750-a4e6-3cbd155b1545 · outbound

This paper cites Cryogenic 4D- STEM analysis of an amorphous-crystalline polymer blend: Combined nanocrystalline and amorphous phase mapping,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Cryogenic 4D- STEM analysis of an amorphous-crystalline polymer blend: Combined nanocrystalline and amorphous phase mapping,

Reference 11

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Observation 5077f6eb-98a0-4775-910f-c7b14fd5c004 · outbound

This paper cites Learning the parts of objects by non- negative matrix factorization,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Learning the parts of objects by non- negative matrix factorization,

Reference 12

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This paper cites Fast Grain Mapping with Sub- Nanometer Resolution Using 4D-STEM with Grain Classification by Principal Component Analysis and Non-Negative Matrix Factorization,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Fast Grain Mapping with Sub- Nanometer Resolution Using 4D-STEM with Grain Classification by Principal Component Analysis and Non-Negative Matrix Factorization,

Reference 13

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Observation b1805a42-5c02-47d8-9ee6-2f1b1ba89c57 · outbound

This paper cites Mapping local atomic structure of metallic glasses using ma- chine learning aided 4D-STEM,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Mapping local atomic structure of metallic glasses using ma- chine learning aided 4D-STEM,

Reference 14

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Observation 1d31f8ca-51ca-4a94-8751-5394e098efe0 · outbound

This paper cites Non-negative matrix factorization for mining big data obtained using four-dimensional scanning transmission electron microscopy,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Non-negative matrix factorization for mining big data obtained using four-dimensional scanning transmission electron microscopy,

Reference 15

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Observation 4369e7ec-c8f1-49c7-b26b-327f21e67c4b · outbound

This paper cites Unsupervised machine learning combined with 4D scanning transmission electron microscopy for bimodal nanostructural analysis,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Unsupervised machine learning combined with 4D scanning transmission electron microscopy for bimodal nanostructural analysis,

Reference 16

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Observation d7a59605-d820-4c30-a1ff-350527c14a53 · outbound

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Fast 4D-STEM-based phase mapping for amorphous and mixed materials Randomized nonnegative matrix factorization,

Reference 17

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Observation bd41a880-497c-401d-af12-6cc584b6f51c · outbound

This paper cites Tio2 photocatalysis: Design and applica- tions,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Tio2 photocatalysis: Design and applica- tions,

Reference 18

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Observation ab2b7a0c-2f7e-4d62-aeb4-cd2fe53dcd90 · outbound

This paper cites Interface-engineered amorphous tio2-based resistive memory devices,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Interface-engineered amorphous tio2-based resistive memory devices,

Reference 19

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Observation 251b9ece-ff65-4944-a84c-3c4186b50469 · outbound

This paper cites Understanding cathode–electrolyte interphase formation in solid state li-ion batteries via 4D-STEM,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Understanding cathode–electrolyte interphase formation in solid state li-ion batteries via 4D-STEM,

Reference 20

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This paper cites Cryo- ePDF: Overcoming Electron Beam Damage to Study the Local Atomic Structure of Amorphous ALD Aluminum Oxide Thin Films within a TEM,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Cryo- ePDF: Overcoming Electron Beam Damage to Study the Local Atomic Structure of Amorphous ALD Aluminum Oxide Thin Films within a TEM,

Reference 21

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Observation 684a49b6-ef04-471f-bb2d-5b8f52a57e7f · outbound

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Fast 4D-STEM-based phase mapping for amorphous and mixed materials Growth of titanium dioxide thin films by atomic layer epitaxy,

Reference 22

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This paper cites Finding structure with randomness: Probabilistic algorithms for constructing approximate ma- trix decompositions,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Finding structure with randomness: Probabilistic algorithms for constructing approximate ma- trix decompositions,

Reference 23

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This paper cites Svd based initialization: A head start for nonnegative matrix factorization,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Svd based initialization: A head start for nonnegative matrix factorization,

Reference 24

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Observation ad501dc8-ff9d-4217-a129-5455647ae888 · outbound

This paper cites Assessing Methods for Evaluating the Number of Components in Non-Negative Matrix Factorization,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Assessing Methods for Evaluating the Number of Components in Non-Negative Matrix Factorization,

Reference 25

Resolution
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Observation e59bfff9-fa10-4e0c-8d7a-db364175c645 · outbound

This paper cites Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models,

Reference 26

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This paper cites Rank selection in low-rank matrix approximations: A study of cross-validation for nmfs,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Rank selection in low-rank matrix approximations: A study of cross-validation for nmfs,

Reference 27

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Observation d5539fae-31d7-41db-9a93-ba3885021abe · outbound

This paper cites Towards quantitative treatment of electron pair distribution function,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Towards quantitative treatment of electron pair distribution function,

Reference 28

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Observation e9918abc-d10a-42ba-ace9-3a72c806cf09 · outbound

This paper cites Probing the Atomic-Scale Structure of Amorphous Aluminum Oxide Grown by Atomic Layer Deposition,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Probing the Atomic-Scale Structure of Amorphous Aluminum Oxide Grown by Atomic Layer Deposition,

Reference 29

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Observation dbe9d1cc-0948-44d7-ba23-22684a635bfd · outbound

This paper cites Measuring Local Atomic Structure Variations through the Depth of Ultrathin ( <20 nm) ALD Aluminum Oxide: Implications for Lithium-Ion Batteries,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Measuring Local Atomic Structure Variations through the Depth of Ultrathin ( <20 nm) ALD Aluminum Oxide: Implications for Lithium-Ion Batteries,

Reference 30

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Observation ece750c6-aa93-4c9a-a49a-73c81fcbca35 · outbound

This paper cites Iterative reverse Monte Carlo and molecular statics for improved atomic structure modeling: a case study of zinc oxide grown by atomic layer deposition,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Iterative reverse Monte Carlo and molecular statics for improved atomic structure modeling: a case study of zinc oxide grown by atomic layer deposition,

Reference 31

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Source-reported events for the cited work

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Observation e1a1169a-0a1e-4e68-a2b1-f945935f1e12 · outbound

This paper cites Simple ePDF: A Pair Distribution Function Method Based on Electron Diffraction Patterns to Reveal the Local Structure of Amorphous and Nanocrystalline Materials,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Simple ePDF: A Pair Distribution Function Method Based on Electron Diffraction Patterns to Reveal the Local Structure of Amorphous and Nanocrystalline Materials,

Reference 32

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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 a2fa820d-d659-4eed-82b0-1f29fcf49130 · outbound

This paper cites epdfpy: A Python-based interactive GUI tool for electron pair distri- bution function analysis of amorphous materials,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials epdfpy: A Python-based interactive GUI tool for electron pair distri- bution function analysis of amorphous materials,

Reference 33

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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 b5cb286f-320b-4c3d-b919-c14009363ac4 · outbound

This paper cites Pdfgetx3: a rapid and highly automatable program for processing powder diffraction data into total scattering pair distribution functions,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Pdfgetx3: a rapid and highly automatable program for processing powder diffraction data into total scattering pair distribution functions,

Reference 34

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 e2d521a3-d16e-43ed-b5f4-0e2e7e6e71c8 · outbound

This paper cites The fast azimuthal integration Python library: pyfai,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials The fast azimuthal integration Python library: pyfai,

Reference 35

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 89ed89d8-a9c4-4237-bc36-5df24dcae66a · outbound

This paper cites hyperspy/hyperspy: v2.1.0,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials hyperspy/hyperspy: v2.1.0,

Reference 36

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bb2b451c-eacc-4cb4-b670-d7b125b7af30 · outbound

This paper cites openNCEM documentation,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials openNCEM documentation,

Reference 37

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 df803114-eda5-4bd6-9bd1-10ee92f5028b · outbound

This paper cites nmfmapping: a cloud-based web application for non-negative matrix factorization of powder diffraction and pair distribution function datasets,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials nmfmapping: a cloud-based web application for non-negative matrix factorization of powder diffraction and pair distribution function datasets,

Reference 38

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 ccef2100-f2db-4680-8a91-1a60b741de69 · outbound

This paper cites A fast two-stage algorithm for non- negative matrix factorization in smoothly varying data,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials A fast two-stage algorithm for non- negative matrix factorization in smoothly varying data,

Reference 39

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 24d72ca5-bf7c-423b-9b08-79e28a4ff381 · outbound

This paper cites Validation of non-negative matrix factorization for rapid assessment of large sets of atomic pair distribution function data,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Validation of non-negative matrix factorization for rapid assessment of large sets of atomic pair distribution function data,

Reference 40

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 2a1dcc2a-7169-4c05-931e-b6edb897502f · outbound

This paper cites Mapping structural heterogeneity at the nanoscale with scanning nano- structure electron microscopy (SNEM),.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Mapping structural heterogeneity at the nanoscale with scanning nano- structure electron microscopy (SNEM),

Reference 41

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 c9ae0125-579f-4368-b264-8e35a0861bbd · outbound

This paper cites Unveiling local atomic bonding and packing of amorphous nanophases via independent component analysis facilitated pair distribution function,.

Fast 4D-STEM-based phase mapping for amorphous and mixed materials Unveiling local atomic bonding and packing of amorphous nanophases via independent component analysis facilitated pair distribution function,

Reference 42

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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Pith citing papers

Observation 109c8bfb-2619-4fa7-ab3c-83cdcf65b96a · inbound

Using superpixels for interpretable feature reduction in large 2D diffraction datasets cites this paper.

Using superpixels for interpretable feature reduction in large 2D diffraction datasets Fast 4D-STEM-based phase mapping for amorphous and mixed materials

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T03:11:58.785368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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