Paper Citation Record · LEDGER

Exploration of Parameter Spaces Assisted by Machine Learning

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2207.09959.

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

pith.paper-citation-record.v1
2207.09959 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:42:04.752686Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T10:26:52.334735Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7a15b9d2-98cb-4726-bf70-b4742fd9fc3f · inbound

LeStrat-Net: Lebesgue style stratification for Monte Carlo simulations powered by machine learning cites this paper.

LeStrat-Net: Lebesgue style stratification for Monte Carlo simulations powered by machine learning Exploration of Parameter Spaces Assisted by Machine Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T12:42:04.752686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1188ac9-c902-4c04-affa-a29c134d8c59 · inbound

DLScanner: A parameter space scanner package assisted by deep learning methods cites this paper.

DLScanner: A parameter space scanner package assisted by deep learning methods Exploration of Parameter Spaces Assisted by Machine Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:52.985671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a6041d9-22ae-4992-8237-40ee09953d5e · inbound

Normalizing Flow-Assisted Nested Sampling on Type-II Seesaw Model cites this paper.

Normalizing Flow-Assisted Nested Sampling on Type-II Seesaw Model Exploration of Parameter Spaces Assisted by Machine Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T13:21:25.311759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e374fd-965a-40f9-8ab8-ba98dfb5b324 · inbound

BSMArt 2: simpler and faster parameter space scans cites this paper.

BSMArt 2: simpler and faster parameter space scans Exploration of Parameter Spaces Assisted by Machine Learning

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-07-02T10:26:52.336035Z

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.