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Paper Citation Record · LEDGER

Machine Learning in Gamma Astronomy

As of 11 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2501.19064.

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

pith.paper-citation-record.v1
2501.19064 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:29:59.802740Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:45.212847Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:28:46.858683Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact36
  • verified fuzzy4
  • unresolved18
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a36df9f-8bae-430a-9636-d89aecfd7a47 · outbound

This paper cites Aggarwal, Neural Networks and Deep Learning - A Textbook (Springer, Berlin, 2018).

Machine Learning in Gamma Astronomy Aggarwal, Neural Networks and Deep Learning - A Textbook (Springer, Berlin, 2018)

Reference 1

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Observation 14909678-d306-4170-9d51-345c4b26a6dd · outbound

This paper cites Goodfellow, Y.

Machine Learning in Gamma Astronomy Goodfellow, Y

Reference 2

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Observation d2322799-215c-4d12-afc9-b119e367ab33 · outbound

This paper cites Shrestha, A.

Machine Learning in Gamma Astronomy Shrestha, A

Reference 3

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Source-reported events for the cited work

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Observation 07385714-1a60-4e42-b8d0-6a9e4a3759e5 · outbound

This paper cites Hatcher, W.

Machine Learning in Gamma Astronomy Hatcher, W

Reference 4

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Observation e4390664-f905-4fb6-b321-9cbf1a073910 · outbound

This paper cites an unresolved cited work.

Machine Learning in Gamma Astronomy Unresolved cited work

Reference 5

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Observation 14f85c93-cd64-42d5-95ee-2b2808a44daa · outbound

This paper cites Albert, E.

Machine Learning in Gamma Astronomy Albert, E

Reference 6

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Observation 859bbe25-bf14-468d-9270-d2100f6fa1fa · outbound

This paper cites an unresolved cited work.

Machine Learning in Gamma Astronomy Unresolved cited work

Reference 7

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Observation 3b3449c5-38dc-4750-8604-96696f24b935 · outbound

This paper cites Becherini, A.

Machine Learning in Gamma Astronomy Becherini, A

Reference 8

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Source-reported events for the cited work

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Observation d8f443b8-c4c8-4869-aec9-10a5942a470a · outbound

This paper cites Sharma, J.

Machine Learning in Gamma Astronomy Sharma, J

Reference 9

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Observation f060fae4-e1c5-499e-a055-f18a8cf8f2e9 · outbound

This paper cites D’Amico, Statistical tools for imaging atmo- spheric Cherenkov telescopes.

Machine Learning in Gamma Astronomy D’Amico, Statistical tools for imaging atmo- spheric Cherenkov telescopes

Reference 10

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Source-reported events for the cited work

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Observation 2ad30133-e180-4e54-afe0-fbb7dc900c7c · outbound

This paper cites Fanelli, Machine learning for imaging Cherenkov detectors.

Machine Learning in Gamma Astronomy Fanelli, Machine learning for imaging Cherenkov detectors

Reference 11

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Observation 8c70f62f-4dcf-410d-8528-aeafd94d1327 · outbound

This paper cites Analysis Methods for Gamma-ray Astronomy.

Machine Learning in Gamma Astronomy Analysis Methods for Gamma-ray Astronomy

Reference 12

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Source-reported events for the cited work

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Observation cb8e674a-cb20-448d-ae5b-6c886c7d047f · outbound

This paper cites Demichev, A.

Machine Learning in Gamma Astronomy Demichev, A

Reference 13

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Source-reported events for the cited work

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Observation b526476a-9b13-4a61-9bee-558f40df8a42 · outbound

This paper cites Reynolds, Neural networks to vhe gamma-ray atmospheric Cherenkov crab nebula imaging data.

Machine Learning in Gamma Astronomy Reynolds, Neural networks to vhe gamma-ray atmospheric Cherenkov crab nebula imaging data

Reference 14

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Source-reported events for the cited work

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Observation 74c36789-3caf-4123-b68e-d2964e9c9dec · outbound

This paper cites Nieto Casta˜ no, A.

Machine Learning in Gamma Astronomy Nieto Casta˜ no, A

Reference 15

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Source-reported events for the cited work

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Observation 6ab6395b-c405-4baf-820f-724fb6ccb094 · outbound

This paper cites Acharya, M.

Machine Learning in Gamma Astronomy Acharya, M

Reference 16

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Source-reported events for the cited work

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Observation fb21e37b-40b4-45e5-a959-5cc178febd36 · outbound

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Machine Learning in Gamma Astronomy Unresolved cited work

Reference 17

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Observation d1067661-7c3a-40a8-91e4-2757a3424bb9 · outbound

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Machine Learning in Gamma Astronomy Unresolved cited work

Reference 18

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Observation 36698561-be09-469e-84be-f7636c47ee0f · outbound

This paper cites Szegedy, V.

Machine Learning in Gamma Astronomy Szegedy, V

Reference 19

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Observation 4e4e86ee-5368-4e8b-8f2b-c1c34c480fae · outbound

This paper cites Shilon, M.

Machine Learning in Gamma Astronomy Shilon, M

Reference 20

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Observation f1e1a7ba-b8d0-416a-9091-460915e6bd00 · outbound

This paper cites Ashton, M.

Machine Learning in Gamma Astronomy Ashton, M

Reference 21

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Observation ef075b86-8bc6-415a-82f5-5d4ca647d789 · outbound

This paper cites Probing Convolutional Neural Networks for Event Reconstruction in {\gamma}-Ray Astronomy with Cherenkov Telescopes.

Machine Learning in Gamma Astronomy Probing Convolutional Neural Networks for Event Reconstruction in {\gamma}-Ray Astronomy with Cherenkov Telescopes

Reference 22

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Observation 2abd69ef-a75c-4cec-8f45-77dff13dafc6 · outbound

This paper cites Nieto Casta˜ no, A.

Machine Learning in Gamma Astronomy Nieto Casta˜ no, A

Reference 23

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Observation 3ced1472-499f-4dd1-9bd1-30693044d021 · outbound

This paper cites Jacquemont, L.

Machine Learning in Gamma Astronomy Jacquemont, L

Reference 24

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Source-reported events for the cited work

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Observation 06c61094-b6a5-4fa6-bcca-eaff66c604ce · outbound

This paper cites Ketkar, Deep Learning with Python: A Hands-on Introduction(Apress, Berkeley CA, 2017) pp.

Machine Learning in Gamma Astronomy Ketkar, Deep Learning with Python: A Hands-on Introduction(Apress, Berkeley CA, 2017) pp

Reference 25

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Observation 872e8ee2-31a4-46f2-8d2f-658ee7550b29 · outbound

This paper cites Parsons, S.

Machine Learning in Gamma Astronomy Parsons, S

Reference 26

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Source-reported events for the cited work

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Observation 2a954391-1cf5-49f4-9956-305c2cbf6395 · outbound

This paper cites Spencer, T.

Machine Learning in Gamma Astronomy Spencer, T

Reference 27

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Source-reported events for the cited work

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Observation 0b7bef2f-e595-4aaa-baaa-975ecf949f0d · outbound

This paper cites Feng, T.T.

Machine Learning in Gamma Astronomy Feng, T.T

Reference 28

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Source-reported events for the cited work

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Observation ac7de4ca-1594-44a7-935b-8d3df51bb286 · outbound

This paper cites Riquelme, M.

Machine Learning in Gamma Astronomy Riquelme, M

Reference 29

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Source-reported events for the cited work

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Observation a4f119a5-59ec-48b7-a95a-84b015eaf999 · outbound

This paper cites Deep learning techniques for Imaging Air Cherenkov Telescopes.

Machine Learning in Gamma Astronomy Deep learning techniques for Imaging Air Cherenkov Telescopes

Reference 30

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Source-reported events for the cited work

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Observation 0531c125-cc18-405a-979b-f574e2d40ee0 · outbound

This paper cites Mangano, C.

Machine Learning in Gamma Astronomy Mangano, C

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6d8aaccd-003d-412c-b0f4-e81b8139612a · outbound

This paper cites Postnikov, A.

Machine Learning in Gamma Astronomy Postnikov, A

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8fc53ea9-f469-4206-8e19-fd29f84cae04 · outbound

This paper cites Polyakov, A.

Machine Learning in Gamma Astronomy Polyakov, A

Reference 33

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Source-reported events for the cited work

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Observation 1903e3b9-203a-4f3f-bed2-023290a06be9 · outbound

This paper cites Budnev, I.

Machine Learning in Gamma Astronomy Budnev, I

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 9b4c039d-7920-439d-99e2-50fd4ccfe9bf · outbound

This paper cites TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.

Machine Learning in Gamma Astronomy TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Reference 35

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 13270007-d967-441a-a248-a870f292eda6 · outbound

This paper cites an unresolved cited work.

Machine Learning in Gamma Astronomy Unresolved cited work

Reference 36

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 44532b1b-4e5a-4da0-9e8e-8467e08f86a2 · outbound

This paper cites Jacquemont, T.

Machine Learning in Gamma Astronomy Jacquemont, T

Reference 37

Resolution
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Source-reported events for the cited work

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Observation 37d73038-a762-49d9-acae-925c8e5b7ca2 · outbound

This paper cites Jacquemont, T.

Machine Learning in Gamma Astronomy Jacquemont, T

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation c1c0caf2-f96b-4ea4-818c-0852770fc3ec · outbound

This paper cites Attention Is All You Need.

Machine Learning in Gamma Astronomy Attention Is All You Need

Reference 39

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unresolved
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Source-reported events for the cited work

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Machine Learning in Gamma Astronomy Unresolved cited work

Reference 40

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This paper cites A Survey on Multi-Task Learning.

Machine Learning in Gamma Astronomy A Survey on Multi-Task Learning

Reference 41

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Observation e8056a35-853c-4921-853f-942832ec0c35 · outbound

This paper cites Image Transformer.

Machine Learning in Gamma Astronomy Image Transformer

Reference 42

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Observation 5a7d3775-e352-4c24-9030-ebc54a3c25ca · outbound

This paper cites Miener, D.

Machine Learning in Gamma Astronomy Miener, D

Reference 43

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This paper cites The performance of the MAGIC telescopes using deep convolutional neural networks with CTLearn.

Machine Learning in Gamma Astronomy The performance of the MAGIC telescopes using deep convolutional neural networks with CTLearn

Reference 44

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This paper cites Grespan, M.

Machine Learning in Gamma Astronomy Grespan, M

Reference 45

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This paper cites Jacquemont, T.

Machine Learning in Gamma Astronomy Jacquemont, T

Reference 46

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Machine Learning in Gamma Astronomy Unresolved cited work

Reference 47

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This paper cites Full LST-1 data reconstruction with the use of convolutional neural networks.

Machine Learning in Gamma Astronomy Full LST-1 data reconstruction with the use of convolutional neural networks

Reference 48

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This paper cites Bylund, G.

Machine Learning in Gamma Astronomy Bylund, G

Reference 49

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This paper cites Brill, Q.

Machine Learning in Gamma Astronomy Brill, Q

Reference 50

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This paper cites Dubenskaya, A.

Machine Learning in Gamma Astronomy Dubenskaya, A

Reference 51

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This paper cites Dubenskaya, A.

Machine Learning in Gamma Astronomy Dubenskaya, A

Reference 52

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This paper cites Dubenskaya, A.

Machine Learning in Gamma Astronomy Dubenskaya, A

Reference 53

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Observation 81c0e8a8-be4e-44e5-8c19-34749d43b56a · outbound

This paper cites Hybrid method for identifying mass groups of primary cosmic rays in the joint operation of IACTs and wide angle Cherenkov timing arrays.

Machine Learning in Gamma Astronomy Hybrid method for identifying mass groups of primary cosmic rays in the joint operation of IACTs and wide angle Cherenkov timing arrays

Reference 54

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This paper cites Goodfellow, J.

Machine Learning in Gamma Astronomy Goodfellow, J

Reference 55

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This paper cites Johnson, T.M.

Machine Learning in Gamma Astronomy Johnson, T.M

Reference 56

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This paper cites Dubenskaya, A.

Machine Learning in Gamma Astronomy Dubenskaya, A

Reference 57

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Observation 80d72989-b5af-4545-b219-6293f3625954 · outbound

This paper cites Dubenskaya, A.

Machine Learning in Gamma Astronomy Dubenskaya, A

Reference 58

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Observation da886fc9-8f1b-469b-9b57-1cbf54d7500c · outbound

This paper cites Polyakov, A.

Machine Learning in Gamma Astronomy Polyakov, A

Reference 59

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 654ae6e2-8a6f-431a-95f7-722218060735 · outbound

This paper cites Nieto Casta˜ no, A.

Machine Learning in Gamma Astronomy Nieto Casta˜ no, A

Reference 60

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Source-reported events for the cited work

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Observation 3d42102b-6f16-4499-aaf8-ce26309a2f0f · outbound

This paper cites Jacquemont, T.

Machine Learning in Gamma Astronomy Jacquemont, T

Reference 61

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Observation 60a86982-80be-4af9-bd8e-64862b929f41 · outbound

This paper cites Vuillaume, J.

Machine Learning in Gamma Astronomy Vuillaume, J

Reference 62

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Pith citing papers

Observation f31aa145-ddf9-4212-8924-c5f2e9e5952c · inbound

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation cites this paper.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation Machine Learning in Gamma Astronomy

Reference 16

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