Paper Citation Record · LEDGER

Data-Driven Reachability with Scenario Optimization and the Holdout Method

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.06541.

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

pith.paper-citation-record.v1
2504.06541 v2

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 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:55:35.679312Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T18:38:49.541458Z

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 8ad34acc-70bc-496a-8f31-d154847dc997 · inbound

Safety Evaluation of Motion Plans Using Trajectory Predictors as Forward Reachable Set Estimators cites this paper.

Safety Evaluation of Motion Plans Using Trajectory Predictors as Forward Reachable Set Estimators Data-Driven Reachability with Scenario Optimization and the Holdout Method

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T11:55:35.679312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73fa140b-7dca-4f82-a6e3-2b98df52b2b3 · inbound

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis cites this paper.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data-Driven Reachability with Scenario Optimization and the Holdout Method

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T00:33:29.174206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4fb8ea2-b1b2-4191-a594-3064dec87e2c · inbound

Learning Reachability of Energy Storage Arbitrage cites this paper.

Learning Reachability of Energy Storage Arbitrage Data-Driven Reachability with Scenario Optimization and the Holdout Method

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:11:23.294191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f99940e-d63b-4c7f-943a-e72d5546fc62 · inbound

Robust Direct Data-Driven Hamiltonian for Safe Set Computation under Measurement Noise and Disturbances cites this paper.

Robust Direct Data-Driven Hamiltonian for Safe Set Computation under Measurement Noise and Disturbances Data-Driven Reachability with Scenario Optimization and the Holdout Method

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:38:49.542974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.