Paper Citation Record · LEDGER

The Living Guide of Machine Learning for Particle Physics

As of 12 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.09531.

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

pith.paper-citation-record.v1
2608.09531 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:35:35.660270Z

measured 21 of 21 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 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

21 of 21 outbound references displayed

verified exact1
verified fuzzy5
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75cffa26-1d5a-444e-85a0-35b2479fe572 · outbound

This paper cites A Living Review of Machine Learning for Particle Physics.

The Living Guide of Machine Learning for Particle Physics A Living Review of Machine Learning for Particle Physics

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.563241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 067ca048-f899-4a7c-9f5d-16e3c54d6303 · outbound

This paper cites Feickert, B.

The Living Guide of Machine Learning for Particle Physics Feickert, B

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:35:36.314889Z

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.

Observation 6920f87f-b853-4dfd-8e2e-4a2b6339b843 · outbound

This paper cites Krause, R.

The Living Guide of Machine Learning for Particle Physics Krause, R

Reference 3

Resolution: verified exact; doi, observed 2026-08-11T15:35:35.698175Z

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.

Observation 2ae13eef-2282-4cc8-a3cd-ca566c6c04b8 · outbound

This paper cites Stein,Machine Learning in Cosmology, https://github.com/georgestein/ml-in-cosmology.

The Living Guide of Machine Learning for Particle Physics Stein,Machine Learning in Cosmology, https://github.com/georgestein/ml-in-cosmology

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:35:36.297658Z

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.

Observation 23b40bc7-d6ad-453d-87f3-e8f6672e76b1 · outbound

This paper cites Gully-Santiago,Awesome Astrodata,https://github.com/gully/awesome-astrodata.

The Living Guide of Machine Learning for Particle Physics Gully-Santiago,Awesome Astrodata,https://github.com/gully/awesome-astrodata

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:35:36.279420Z

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.

Observation eb1d8d93-82de-4d0f-849b-9833d3f17533 · outbound

This paper cites an unresolved cited work.

The Living Guide of Machine Learning for Particle Physics Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:35:36.262675Z

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.

Observation f31bc6a6-db34-4779-af27-e8f5e7c97627 · outbound

This paper cites The HEP-ML Living Review.

The Living Guide of Machine Learning for Particle Physics The HEP-ML Living Review

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.591823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98817f01-20f0-44b6-a5f9-7fc96a84487d · outbound

This paper cites Cranmer and J.

The Living Guide of Machine Learning for Particle Physics Cranmer and J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:35:36.241573Z

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.

Observation d8dcc0b0-7d77-4f65-b9ed-779e8c2c8a37 · outbound

This paper cites Mishra-Sharma,Awesome Neural SBI, https://github.com/smsharma/awesome-neural-sbi.

The Living Guide of Machine Learning for Particle Physics Mishra-Sharma,Awesome Neural SBI, https://github.com/smsharma/awesome-neural-sbi

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:35:36.215640Z

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.

Observation 0bea093a-1738-49b9-a3db-bba7808dbf71 · outbound

This paper cites an unresolved cited work.

The Living Guide of Machine Learning for Particle Physics Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:35:36.196969Z

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.

Observation 8203e47b-8c2b-4aad-a386-3393efc1eba7 · outbound

This paper cites Modern Machine Learning for LHC Physicists.

The Living Guide of Machine Learning for Particle Physics Modern Machine Learning for LHC Physicists

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.609702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b048ef6-98d5-4140-accf-2035970ffb0a · outbound

This paper cites TASI Lectures on Physics for Machine Learning.

The Living Guide of Machine Learning for Particle Physics TASI Lectures on Physics for Machine Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.614372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7acd7373-7096-4ed4-af61-fb12c3ae1aef · outbound

This paper cites Les Houches guide to reusable ML models in LHC analyses.

The Living Guide of Machine Learning for Particle Physics Les Houches guide to reusable ML models in LHC analyses

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.619409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9d2f82e-52a0-481a-9a2b-049b02faec26 · outbound

This paper cites The Machine Learning Landscape of Top Taggers.

The Living Guide of Machine Learning for Particle Physics The Machine Learning Landscape of Top Taggers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.624645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77406ca3-01fc-4489-9d74-95323e33b464 · outbound

This paper cites The LHC Olympics 2020: A Community Challenge for Anomaly Detection in High Energy Physics.

The Living Guide of Machine Learning for Particle Physics The LHC Olympics 2020: A Community Challenge for Anomaly Detection in High Energy Physics

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.629640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5881efea-d78a-40ff-8b7b-cacabc6b851c · outbound

This paper cites The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider.

The Living Guide of Machine Learning for Particle Physics The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.634974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f7fed7d-0002-49ee-93ed-3d6c2bd2a0f6 · outbound

This paper cites Amramet al.,CaloChallenge 2022: a community challenge for fast calorimeter simulation, Rept.

The Living Guide of Machine Learning for Particle Physics Amramet al.,CaloChallenge 2022: a community challenge for fast calorimeter simulation, Rept

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.640211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b8fd293-fc6b-4b99-b858-7b41b8d62065 · outbound

This paper cites Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning.

The Living Guide of Machine Learning for Particle Physics Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.645279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e79bc6e-1fae-4729-82dc-3a1165e30dca · outbound

This paper cites Machine Learning and LHC Event Generation.

The Living Guide of Machine Learning for Particle Physics Machine Learning and LHC Event Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.650122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973f5eb2-2219-4f7f-a000-f45d97193b6d · outbound

This paper cites The Landscape of Unfolding with Machine Learning.

The Living Guide of Machine Learning for Particle Physics The Landscape of Unfolding with Machine Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.655379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8639835-b186-48e9-a87c-c4097793a6d4 · outbound

This paper cites an unresolved cited work.

The Living Guide of Machine Learning for Particle Physics Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:35.660270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.