Paper Citation Record · LEDGER

Using anomaly detection to search for technosignatures in Breakthrough Listen observations

As of 22 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2505.03927.

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pith.paper-citation-record.v1
2505.03927 v1

Coverage vector

measured 40 of 40 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-15T23:47:53.471782Z

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Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

40 of 40 outbound references displayed

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Outbound references

Observation 76454c9a-99c5-4158-ae2a-597e91b7bc00 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations , " * write output.state after.block = add.period write newline

Reference 1

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Observation e0f87e34-b15c-4be1-a701-ff1b382ea462 · outbound

This paper cites write newline.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations write newline

Reference 2

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Observation ea5f1ae9-6cd9-48b1-9a1b-520e56f4544f · outbound

This paper cites ,1B 7Jܰ| Au Myy9g?c1zo v& * 'Y 1ǣ޿ _ @ @ r Vh 1 A L( P . P ח T o ]= a|zh @ q\3㇄ 8.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations ,1B 7Jܰ| Au Myy9g?c1zo v& * 'Y 1ǣ޿ _ @ @ r Vh 1 A L( P . P ח T o ]= a|zh @ q\3㇄ 8

Reference 3

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Observation 3342d11c-1134-4a04-a7f2-0ee030f13d46 · outbound

This paper cites 2017, Monthly Notices, 465, 4530, 10.1093/mnras/stw3021.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2017, Monthly Notices, 465, 4530, 10.1093/mnras/stw3021

Reference 4

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Observation 554eb60b-a2ef-462f-b5e9-dec050558255 · outbound

This paper cites P., Croft, S., et al.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations P., Croft, S., et al

Reference 5

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Observation c2b5577e-efd9-4532-bab2-2d1a33f72e22 · outbound

This paper cites an unresolved cited work.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations Unresolved cited work

Reference 6

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Observation 649b8f12-5f33-4187-8f04-33936df226eb · outbound

This paper cites 2024, , 167, 10, 10.3847/1538-3881/acf576.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2024, , 167, 10, 10.3847/1538-3881/acf576

Reference 7

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Observation 230936b6-a845-4ad0-aac3-9d8d7bae5a72 · outbound

This paper cites Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence

Reference 8

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Observation c167a3b8-0e73-4465-9e5d-8dea4197eecb · outbound

This paper cites 2021, , 133, 064502, 10.1088/1538-3873/abf329.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2021, , 133, 064502, 10.1088/1538-3873/abf329

Reference 9

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Observation 2043a0b7-85d1-41d6-8c39-6029ccd57650 · outbound

This paper cites 2001, A Practical Guide to Splines - Revised Edition, Vol.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2001, A Practical Guide to Splines - Revised Edition, Vol

Reference 10

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Observation 1e9cd742-53d9-4fa7-b5fc-74cd30d1470b · outbound

This paper cites an unresolved cited work.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations Unresolved cited work

Reference 11

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Observation 99ea45db-7c08-4c7c-a9d7-c37ab456170c · outbound

This paper cites 2019, turboSETI: Python-based SETI search algorithm , Astrophysics Source Code Library, record ascl:1906.006.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2019, turboSETI: Python-based SETI search algorithm , Astrophysics Source Code Library, record ascl:1906.006

Reference 12

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Observation 565c6391-c9d3-46f8-b15f-c2ff40be7cdd · outbound

This paper cites E., Siemion, A., Foster, G., et al.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations E., Siemion, A., Foster, G., et al

Reference 13

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Observation b7936be0-5ae1-49e2-8e5c-3ad76cf23b30 · outbound

This paper cites an unresolved cited work.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations Unresolved cited work

Reference 14

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Observation bc07a0c9-3084-4ed4-8a11-2b2ebbca0f14 · outbound

This paper cites I., Siemion, A.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations I., Siemion, A

Reference 15

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Observation 9fa4d3c5-691d-48a9-824c-35d23182afcd · outbound

This paper cites Machine Vision and Deep Learning for Classification of Radio SETI Signals.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations Machine Vision and Deep Learning for Classification of Radio SETI Signals

Reference 16

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Observation bcf24c3e-c9eb-4b3c-b569-8171bed08774 · outbound

This paper cites A., & Yawney, J.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations A., & Yawney, J

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:47:53.375364Z

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Observation 4140908f-1d0b-4739-8eb0-86cfe3e0f68c · outbound

This paper cites Anomaly Detection and Radio-frequency Interference Classification with Unsupervised Learning in Narrowband Radio Technosignature Searches.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations Anomaly Detection and Radio-frequency Interference Classification with Unsupervised Learning in Narrowband Radio Technosignature Searches

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:47:53.379846Z

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Observation 66aaf1d0-1e45-4ffe-a003-ca0ba0862a35 · outbound

This paper cites an unresolved cited work.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:47:53.384073Z

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Observation a06d4ede-f8cf-4f8b-b92a-d2ea0e54e4dd · outbound

This paper cites X., Croft, S., Lintott, C., & Siemion, A.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations X., Croft, S., Lintott, C., & Siemion, A

Reference 20

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Observation 1e5c357d-bec5-4cef-87b1-45bee09dbe53 · outbound

This paper cites X., Ng, C., Rizk, L., et al.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations X., Ng, C., Rizk, L., et al

Reference 21

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Observation 2e76adda-5234-45ef-b420-2948f2cc815e · outbound

This paper cites H., Price, D.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations H., Price, D

Reference 22

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Observation 1b8e94c3-20e0-4112-86a3-a132501b47a5 · outbound

This paper cites 2020, The Astronomical Journal, 161, 55, 10.3847/1538-3881/abcc77.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2020, The Astronomical Journal, 161, 55, 10.3847/1538-3881/abcc77

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:47:53.401040Z

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Observation 85b00030-7e28-4f00-bf1c-00d36f43902d · outbound

This paper cites G., Pinchuk , P., et al.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations G., Pinchuk , P., et al

Reference 24

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Observation d959f38b-d46e-45c5-9f1e-ea89ca9308a7 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 25

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Observation 17ad4e01-23e3-4c68-9cb4-e87124f08eab · outbound

This paper cites A., Pota, M., & Esposito, M.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations A., Pota, M., & Esposito, M

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:47:53.413817Z

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Observation 24cc576f-fdf6-4583-b448-ce4d524118d2 · outbound

This paper cites 2011, Journal of Machine Learning Research, 12, 2825, 10.5555/1953048.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2011, Journal of Machine Learning Research, 12, 2825, 10.5555/1953048

Reference 27

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Observation 9a71f7ff-db90-47a9-8690-421b2d132cbb · outbound

This paper cites 2022, The Astronomical Journal, 163, 76, 10.3847/1538-3881/AC426F.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2022, The Astronomical Journal, 163, 76, 10.3847/1538-3881/AC426F

Reference 28

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Observation 27812e2e-30b0-42b4-a464-3a632d9aa13d · outbound

This paper cites H., et al.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations H., et al

Reference 29

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Observation 0fe69578-c9af-4a88-99fb-d208c50172d3 · outbound

This paper cites C., Enriquez, J.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations C., Enriquez, J

Reference 30

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Observation 19aec6d9-ce63-4096-971b-dc14d449043d · outbound

This paper cites 2018, , 476, 2117, 10.1093/mnras/sty348.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2018, , 476, 2117, 10.1093/mnras/sty348

Reference 31

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Observation 181c4425-8f17-4ffb-b531-2681a6d1778b · outbound

This paper cites X., & Wolf , L.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations X., & Wolf , L

Reference 32

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Observation 238640fc-1120-4d13-a5b1-a8b893b4b977 · outbound

This paper cites R., Vandermeulen, R.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations R., Vandermeulen, R

Reference 33

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This paper cites J., & Vanderburg , A.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations J., & Vanderburg , A

Reference 34

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Observation d373c96f-acdb-4802-9307-098000e9431f · outbound

This paper cites P., Demorest, P., Korpela, E., et al.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations P., Demorest, P., Korpela, E., et al

Reference 35

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Observation 96292d7c-91a8-421d-b3b6-15775b574440 · outbound

This paper cites an unresolved cited work.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations Unresolved cited work

Reference 36

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Observation a0c2cc3a-5f10-4f39-9b60-96634294fd0c · outbound

This paper cites E., & Gadermayr, M.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations E., & Gadermayr, M

Reference 37

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Observation 69af98a9-53de-4d42-827f-1a8ab0032d66 · outbound

This paper cites 2008, Journal of Machine Learning Research, 9, 2579.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations 2008, Journal of Machine Learning Research, 9, 2579

Reference 38

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Observation a0dc8acd-47f0-41da-84f7-800d7a65ac2e · outbound

This paper cites A., Cranmer, M., Berger, E., et al.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations A., Cranmer, M., Berger, E., et al

Reference 39

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Observation cebc1950-31fb-4953-833d-aa357531b65d · outbound

This paper cites G., Won, K.

Using anomaly detection to search for technosignatures in Breakthrough Listen observations G., Won, K

Reference 40

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