Paper Citation Record · LEDGER

Analyzing Collective Motion with Machine Learning and Topology

As of 16 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:1908.09081.

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

pith.paper-citation-record.v1
1908.09081 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:26:23.538011Z

measured 45 of 45 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 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

45 of 45 outbound references displayed

verified exact3
verified fuzzy22
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20ac4547-0761-48fa-bfa3-ef6c5b860a2b · outbound

This paper cites Camazine , author J.

Analyzing Collective Motion with Machine Learning and Topology Camazine , author J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.558547Z

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.

Observation d8848c53-291c-4fb6-a556-7d752467acc8 · outbound

This paper cites Sumpter ,\ @noop title Collective Animal Behavior \ ( publisher Princeton University Press ,\ address Princeton, NJ ,\ year 2010 ) NoStop.

Analyzing Collective Motion with Machine Learning and Topology Sumpter ,\ @noop title Collective Animal Behavior \ ( publisher Princeton University Press ,\ address Princeton, NJ ,\ year 2010 ) NoStop

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.541997Z

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.

Observation 41eeb7df-83a7-4677-9a21-41a3ae363d9f · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.524827Z

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.

Observation 5d9fcadd-2b3b-4985-8b96-bcb0deebbcac · outbound

This paper cites Vicsek \ and\ author A.

Analyzing Collective Motion with Machine Learning and Topology Vicsek \ and\ author A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.508893Z

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.

Observation 5a5f2bd3-3403-4070-8e49-a46c2f6cf8f7 · outbound

This paper cites Degond , author A.

Analyzing Collective Motion with Machine Learning and Topology Degond , author A

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.491694Z

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.

Observation b10279cc-6571-4e2e-ab23-d028ef2a4888 · outbound

This paper cites Degond , author A.

Analyzing Collective Motion with Machine Learning and Topology Degond , author A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.474243Z

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.

Observation 8a2ebc58-ad76-4aae-8138-fb4f5413644e · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.456590Z

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.

Observation 6e11b066-7553-4a44-914c-2fe847b17d79 · outbound

This paper cites Bhushan ,\ title title Biomimetics: L essons from nature -- an overview , \ @noop journal journal Phil.

Analyzing Collective Motion with Machine Learning and Topology Bhushan ,\ title title Biomimetics: L essons from nature -- an overview , \ @noop journal journal Phil

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.435396Z

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.

Observation 527f0b72-1641-4683-a7aa-1eaa47a2a634 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.415594Z

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.

Observation 9deb8d1b-a9b1-4510-a8d3-53d47e26d6fe · outbound

This paper cites Levine , author W.

Analyzing Collective Motion with Machine Learning and Topology Levine , author W

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.395897Z

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.

Observation 820306d0-cd58-417f-a1bd-af79320d8d74 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.379191Z

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.

Observation f2b1b291-9227-4211-bccd-33630694063f · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.361910Z

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.

Observation fc43bd9a-4f6c-4dbd-a9f2-16dcca68b651 · outbound

This paper cites Heppner ,\ title title Three-dimensional structure and dynamics of bird flocks , \ in\ @noop booktitle Animal Groups in Three Dimensions ,\ editor edited by\ editor J.

Analyzing Collective Motion with Machine Learning and Topology Heppner ,\ title title Three-dimensional structure and dynamics of bird flocks , \ in\ @noop booktitle Animal Groups in Three Dimensions ,\ editor edited by\ editor J

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.344407Z

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.

Observation d92a0c49-6e64-4952-87a8-4afd14551ab9 · outbound

This paper cites Ni \ and\ author N.

Analyzing Collective Motion with Machine Learning and Topology Ni \ and\ author N

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.327557Z

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.

Observation 2f309f0f-52f4-42f9-aeac-24dae935b397 · outbound

This paper cites Lukeman , author Y.-X.

Analyzing Collective Motion with Machine Learning and Topology Lukeman , author Y.-X

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.310226Z

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.

Observation cd47ce8e-07d7-4c2e-be08-fd1ff4a66f67 · outbound

This paper cites Manhart , author S.

Analyzing Collective Motion with Machine Learning and Topology Manhart , author S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.293452Z

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.

Observation 851dae2c-e336-418a-97f0-348e3a4b7685 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.391079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation babc41b4-8921-4905-9f57-b686ffb70b50 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-14T11:26:23.664094Z

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.

Observation 1f53b963-bbfa-494f-95fc-f8b36cceb8ca · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.401655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef5b0abc-8a8c-4b72-a9e4-65bf97ddf537 · outbound

This paper cites Lu , author M.

Analyzing Collective Motion with Machine Learning and Topology Lu , author M

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.406915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b742a39-98a5-49e2-b49a-797a88467f49 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.412342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a50c6675-b397-4aaf-bded-56160ed1ad57 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.417646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f1c52e-f015-46e2-9de1-369aa4b3bfb9 · outbound

This paper cites Chen \ and\ author T.

Analyzing Collective Motion with Machine Learning and Topology Chen \ and\ author T

Reference 23

Resolution: verified exact; raw_fallback, observed 2026-08-14T11:26:23.839686Z

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.

Observation 8f560d66-9591-44c7-bb9c-5fe4b1db2e38 · outbound

This paper cites \ Ha \ and\ author D.

Analyzing Collective Motion with Machine Learning and Topology \ Ha \ and\ author D

Reference 24

Resolution: verified exact; doi, observed 2026-08-14T11:26:23.623407Z

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.

Observation ff0a8acf-e2a1-4178-907c-22bd7e1828fd · outbound

This paper cites Wasserman ,\ title title Topological data analysis , \ @noop journal journal Ann.

Analyzing Collective Motion with Machine Learning and Topology Wasserman ,\ title title Topological data analysis , \ @noop journal journal Ann

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.275860Z

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.

Observation 010df28d-4dae-446e-a215-d3b9679a3cb6 · outbound

This paper cites Nicolau , author A.

Analyzing Collective Motion with Machine Learning and Topology Nicolau , author A

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.256430Z

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.

Observation b0d267e8-f658-40f3-a20d-d50227a7cef6 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.239949Z

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.

Observation 66e23913-72ed-4b9a-b396-66bcf46d0618 · outbound

This paper cites Taylor , author F.

Analyzing Collective Motion with Machine Learning and Topology Taylor , author F

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.222649Z

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.

Observation c1fe64f6-76ba-4d1b-b20d-45e3f33e04e5 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.203747Z

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.

Observation e57d2429-811d-4a34-95c1-421798828424 · outbound

This paper cites Ulmer , author L.

Analyzing Collective Motion with Machine Learning and Topology Ulmer , author L

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.185877Z

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.

Observation f6f167d1-c00e-4470-9c5d-c0f9d2d892bf · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.166966Z

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.

Observation be35c491-0f51-4d22-b009-2d8a87996de9 · outbound

This paper cites \ Chuang , author T.

Analyzing Collective Motion with Machine Learning and Topology \ Chuang , author T

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.149168Z

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.

Observation 1ae6b53d-3bc7-4321-ab6f-227a7d3a0b80 · outbound

This paper cites Huepe \ and\ author M.

Analyzing Collective Motion with Machine Learning and Topology Huepe \ and\ author M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.132147Z

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.

Observation 5a83dcc5-27a8-41d8-8e2c-4607c39c5174 · outbound

This paper cites Hatcher ,\ @noop title Algebraic Topology \ ( publisher Cambridge University Press ,\ year 2002 ) NoStop.

Analyzing Collective Motion with Machine Learning and Topology Hatcher ,\ @noop title Algebraic Topology \ ( publisher Cambridge University Press ,\ year 2002 ) NoStop

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.479121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712546d4-e388-4da6-adc4-1bbed63a6a83 · outbound

This paper cites Otter , author M.

Analyzing Collective Motion with Machine Learning and Topology Otter , author M

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.103893Z

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.

Observation a32c344f-d8f0-4f16-950e-247c0fb7bc44 · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.086536Z

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.

Observation 80d35bf0-a2a0-4588-bec6-5d242aac5e35 · outbound

This paper cites Tralie , author N.

Analyzing Collective Motion with Machine Learning and Topology Tralie , author N

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.067089Z

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.

Observation c71bad74-b4ab-4811-a27e-0ee86d34bca6 · outbound

This paper cites Cohen-Steiner , author H.

Analyzing Collective Motion with Machine Learning and Topology Cohen-Steiner , author H

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13eef1b2-3ed7-4ac0-94ff-3114784cdc93 · outbound

This paper cites Chazal , author D.

Analyzing Collective Motion with Machine Learning and Topology Chazal , author D

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.506273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f3caba-dd45-48fd-831d-67f708793ded · outbound

This paper cites an unresolved cited work.

Analyzing Collective Motion with Machine Learning and Topology Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:26:24.050684Z

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.

Observation f1ae7ba6-95c0-42fd-9bd6-586d1405f47e · outbound

This paper cites Chazal , author B.

Analyzing Collective Motion with Machine Learning and Topology Chazal , author B

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.033695Z

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.

Observation 6ebd18b5-9801-4de0-9d28-a9caefd10ab1 · outbound

This paper cites Diky \ and\ author R.

Analyzing Collective Motion with Machine Learning and Topology Diky \ and\ author R

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:24.016678Z

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.

Observation 6e77a7b1-4b5f-4745-8114-b014efbe30b7 · outbound

This paper cites Cortes \ and\ author V.

Analyzing Collective Motion with Machine Learning and Topology Cortes \ and\ author V

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.526581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e3955bb-d194-48fc-ba9a-96c79c2f4637 · outbound

This paper cites Jolliffe ,\ @noop title Principal Component Analysis \ ( publisher Springer Verlag ,\ year 1986 ) NoStop.

Analyzing Collective Motion with Machine Learning and Topology Jolliffe ,\ @noop title Principal Component Analysis \ ( publisher Springer Verlag ,\ year 1986 ) NoStop

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:26:23.999573Z

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.

Observation eb3c72b5-2772-4a84-9a75-41966e390883 · outbound

This paper cites Giusti , author E.

Analyzing Collective Motion with Machine Learning and Topology Giusti , author E

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-14T11:26:23.538011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.