Paper Citation Record · LEDGER

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation

As of 20 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 2 inbound Pith citation observations for arXiv:2506.18277.

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

pith.paper-citation-record.v1
2506.18277 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:46.389996Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T12:24:37.036939Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy20
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation ac19b05f-20f5-4dd0-8459-b11e48baa763 · outbound

This paper cites 2017, The Astrophysical Journal, 843, 39.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2017, The Astrophysical Journal, 843, 39

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:54.661293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8c021788-03fe-408c-b787-c98312b657c7 · outbound

This paper cites 2019, The Astrophysical Journal, 881, 134.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2019, The Astrophysical Journal, 881, 134

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:54.234751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9f4c7b24-4a41-4c39-8fa6-2a544febf887 · outbound

This paper cites 2023, Nuclear Instruments and Methods in Physics Research Section A:.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2023, Nuclear Instruments and Methods in Physics Research Section A:

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:43.456591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6242d70b-7731-4367-a636-ed8dc75d85bc · outbound

This paper cites 2021, Chinese Physics C, 45, 025002.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2021, Chinese Physics C, 45, 025002

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:53.719438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 21a63142-7605-46d8-ae5f-42204cce9e35 · outbound

This paper cites 2008, Nuclear Instruments and Methods in Physics Research Section A:.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2008, Nuclear Instruments and Methods in Physics Research Section A:

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:53.244824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aa15b282-c483-4743-a0bf-9bc01df6498b · outbound

This paper cites 2022, Nuclear Instruments and Methods in Physics Research Section A:.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2022, Nuclear Instruments and Methods in Physics Research Section A:

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:52.794866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 77d35231-7a98-4c4a-89be-3609da706ea2 · outbound

This paper cites 2024, Astronomy & Astrophysics, 691, A89.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2024, Astronomy & Astrophysics, 691, A89

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:52.334775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cb79824f-61bf-4f01-a65e-f310e226e869 · outbound

This paper cites 2007, Nuclear Physics News, 17, 20.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2007, Nuclear Physics News, 17, 20

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:51.844748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1daf3136-3ff8-4338-9b0e-d4ce58a843f0 · outbound

This paper cites 2003, The Astrophysical Journal, 595, 803.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2003, The Astrophysical Journal, 595, 803

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:51.349338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15300c0c-f86b-4abd-980f-05c4905289ce · outbound

This paper cites 2019, arXiv e-prints, arXiv.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2019, arXiv e-prints, arXiv

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:50.914753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 47819504-5fdc-4a3d-bf02-fe24db1c954c · outbound

This paper cites 1997–2024,, urlhttps://root.cern/ Collaboration*†, L., Cao, Z., Aharonian, F., et al.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 1997–2024,, urlhttps://root.cern/ Collaboration*†, L., Cao, Z., Aharonian, F., et al

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:50.561092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 454db71e-98f9-4261-9fa5-dd6416c6c4f8 · outbound

This paper cites 2006, Pattern recognition letters, 27, 861.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2006, Pattern recognition letters, 27, 861

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:50.135428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c52dad27-ce73-4f83-8690-fd9401194062 · outbound

This paper cites 1998, Report fzka, 6019 H¨ ocker, A., Speckmayer, P., Tegenfeldt, F., Stelzer, J., &.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 1998, Report fzka, 6019 H¨ ocker, A., Speckmayer, P., Tegenfeldt, F., Stelzer, J., &

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:49.740285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01b9021f-7785-4162-bdf0-6ece810d70d3 · outbound

This paper cites 1958, Progress of Theoretical Physics Supplement, 6, 93.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 1958, Progress of Theoretical Physics Supplement, 6, 93

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:49.371372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9720cb48-e985-4866-8072-7a2064e57933 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation Adam: A Method for Stochastic Optimization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:45.007929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Machine Learning in Gamma Astronomy.

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

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T23:28:46.939654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 59a2643e-e4e5-4fc3-a3fd-1f3639f4fa3c · outbound

This paper cites 2025, The Astrophysical Journal Supplement Series, 276, 24.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2025, The Astrophysical Journal Supplement Series, 276, 24

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:49.083329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c125bdae-592f-42dc-be5b-663c39c6efde · outbound

This paper cites Latest news from the HAWC outrigger array.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation Latest news from the HAWC outrigger array

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T23:28:46.736583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 70643578-cc64-4d57-a65f-fe46931da51c · outbound

This paper cites 2009, Astroparticle Physics, 31, 383.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2009, Astroparticle Physics, 31, 383

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:45.583328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42774813-a81e-4e09-98ac-13f37a5ad4d5 · outbound

This paper cites 2023, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1055, 168442.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2023, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1055, 168442

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:48.627475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 25a109bf-1ac5-4cec-b4db-b8ac167c5f4d · outbound

This paper cites D., & D’Anna, F.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation D., & D’Anna, F

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:48.339883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2e62949-d501-4001-bb1c-58663683ed2d · outbound

This paper cites 2019, in Advances in neural information processing systems, 8024–8035.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2019, in Advances in neural information processing systems, 8024–8035

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:48.103596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b3fe74dc-6a05-4875-b769-bd754068f8f9 · outbound

This paper cites 2018, Astroparticle Physics, 99, 43.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2018, Astroparticle Physics, 99, 43

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:47.716612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 378fa626-ec38-45f5-ade5-49dbdce23ecd · outbound

This paper cites 2019, in 36th International Cosmic Ray Conference (ICRC2019), Vol.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 2019, in 36th International Cosmic Ray Conference (ICRC2019), Vol

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:47.459071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bf26243b-4d14-4c3d-82b1-8c5f2bfa9fa6 · outbound

This paper cites 1995, Astroparticle Physics, 4, 119.

HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation 1995, Astroparticle Physics, 4, 119

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:47.218521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 0b7839a6-ab63-4627-a186-cae859ae9a2a · inbound

Improved Heavy Dark Matter Annihilation Search from Dwarf Galaxies with HAWC cites this paper.

Improved Heavy Dark Matter Annihilation Search from Dwarf Galaxies with HAWC HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:50:43.068870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 023bd78f-99fc-42a6-a546-abf541cd5bdb · inbound

A Multiwavelength Interpretation of HESS J1857+026 Emission Using the Fermi-LAT, VERITAS, and HAWC Observatories cites this paper.

A Multiwavelength Interpretation of HESS J1857+026 Emission Using the Fermi-LAT, VERITAS, and HAWC Observatories HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T12:30:55.508333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.