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Paper Citation Record · LEDGER

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

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2105.14027.

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

pith.paper-citation-record.v1
2105.14027 v3

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measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:19:58.030705Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:58:54.762590Z

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Outbound references

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Pith citing papers

Observation a6efbd3a-b2e0-4a17-866f-37611429bcc5 · inbound

Automatizing the search for mass resonances using BumpNet cites this paper.

Automatizing the search for mass resonances using BumpNet The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 27

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Observation 5879cb3d-7869-4c23-9511-d02383226eac · inbound

Enhancing anomaly detection with topology-aware autoencoders cites this paper.

Enhancing anomaly detection with topology-aware autoencoders The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 3

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Observation 32bafe74-cb9b-4290-ab9c-2f25d09cf234 · inbound

Search for new physics in final states with semi-visible jets or anomalous signatures using the ATLAS detector cites this paper.

Search for new physics in final states with semi-visible jets or anomalous signatures using the ATLAS detector The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 33

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Observation 5a9865a5-35c5-44e0-8581-01e9a7e25389 · inbound

Generator Based Inference (GBI) cites this paper.

Generator Based Inference (GBI) The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 7

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Observation f71f7fce-3bf6-4e1d-b2bc-de088bdb685a · inbound

Graph theory inspired anomaly detection at the LHC cites this paper.

Graph theory inspired anomaly detection at the LHC The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 12

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Observation 9a1f7f74-b929-4e30-ab0a-23646ac42234 · inbound

Machine Learning Power Week 2023: Clustering in Hadronic Calorimeters cites this paper.

Machine Learning Power Week 2023: Clustering in Hadronic Calorimeters The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 5

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Observation 04f594bb-0292-4f28-b7b7-7c9c32084281 · inbound

Optimal Transport Event Representation for Anomaly Detection cites this paper.

Optimal Transport Event Representation for Anomaly Detection The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 2

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Observation cde87d89-52b3-4a58-8fb4-31c9155cef56 · inbound

SparsePixels: Efficient Convolution for Sparse Data on FPGAs cites this paper.

SparsePixels: Efficient Convolution for Sparse Data on FPGAs The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 3

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Observation 3b46685a-c591-400b-abc3-1e9d032f6163 · inbound

Look everywhere effects in anomaly detection cites this paper.

Look everywhere effects in anomaly detection The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 10

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Observation 89bfb2fe-384a-4706-9acd-015930db9336 · inbound

HEPTAPOD: Orchestrating High Energy Physics Workflows Towards Autonomous Agency cites this paper.

HEPTAPOD: Orchestrating High Energy Physics Workflows Towards Autonomous Agency The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 28

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Observation d1420829-aa7b-4f08-98c4-da73f211d127 · inbound

Explicit or Implicit? Encoding Physics at the Precision Frontier cites this paper.

Explicit or Implicit? Encoding Physics at the Precision Frontier The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 49

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Observation 02b09a31-9a87-4075-b61e-ce1543dc4042 · inbound

Kitchen Sink Anomaly Detection cites this paper.

Kitchen Sink Anomaly Detection The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 8

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arxiv_id, observed 2026-05-11T14:06:04.101130Z

Source-reported events for the cited work

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Observation 3241ff70-8f4c-4123-8119-1b45c80272f5 · inbound

Local Conformal Predictions for Calibrated Surrogates cites this paper.

Local Conformal Predictions for Calibrated Surrogates The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 109

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arxiv_id, observed 2026-07-03T19:58:54.763904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation c242a5f5-bfa9-4976-9892-52b0ce4983f8 · inbound

Benchmarking Machine Learning Architectures for ttH Multilepton Signal Sensitivity cites this paper.

Benchmarking Machine Learning Architectures for ttH Multilepton Signal Sensitivity The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 17

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Observation 17a141d9-f9d8-422b-a995-a4e2ba0bdba7 · inbound

Generative Amplification with Surrogate Monte Carlo cites this paper.

Generative Amplification with Surrogate Monte Carlo The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

Reference 97

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

The Living Guide of Machine Learning for Particle Physics cites this paper.

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

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