Paper Citation Record · LEDGER

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs

As of 16 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2501.03398.

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

pith.paper-citation-record.v1
2501.03398 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:58:03.239495Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

38 of 38 outbound references displayed

verified exact20
verified fuzzy7
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d3bec21a-8e80-48db-9aae-310253830cbd · outbound

This paper cites Sanchez, Paul J.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Sanchez, Paul J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.064620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6b9d64a-2c0c-489c-9a66-ac64b64bab0c · outbound

This paper cites Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.070868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e97ce7-1352-4903-b3d4-146068782ba0 · outbound

This paper cites an unresolved cited work.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Unresolved cited work

Reference 3

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:58:04.519545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ccda9de3-1d2d-4538-b8a2-819ecc6588da · outbound

This paper cites Sanchez and Paul J.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Sanchez and Paul J

Reference 4

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.459875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ae5f9363-9398-47c8-933c-73d6ab2598fc · outbound

This paper cites Design choice and machine learning model performances.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Design choice and machine learning model performances

Reference 5

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.448203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c30c5d9c-29e5-48c2-929b-473af62767a5 · outbound

This paper cites Design of experiments and machine learning with application to industrial experiments.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Design of experiments and machine learning with application to industrial experiments

Reference 6

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.436706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 48ae6976-8c21-4f11-99c3-cb2882ce4298 · outbound

This paper cites Weese, Jonathan W.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Weese, Jonathan W

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:58:04.416439Z

Source-reported events for the cited work

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Observation e18bbc23-5fea-4d51-b5e0-dcbbc14b7925 · outbound

This paper cites Roshan Joseph.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Roshan Joseph

Reference 8

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:58:04.314410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 057a1d8d-0b8a-4d04-93c2-c6bb2ace920c · outbound

This paper cites Johnson, L.M.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Johnson, L.M

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.110749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03863037-3f1b-4863-9a99-4ee89050ce3a · outbound

This paper cites an unresolved cited work.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Unresolved cited work

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:58:04.132685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f9b2adc-829e-4ec2-be22-4367b4859627 · outbound

This paper cites Numerical studies of space-filling designs: optimization of Latin Hypercube Samples and subprojection properties.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Numerical studies of space-filling designs: optimization of Latin Hypercube Samples and subprojection properties

Reference 11

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.424913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ec518e7-5dda-4dd7-8c9a-9ce724dafe12 · outbound

This paper cites Roshan Joseph, Evren Gul, and Shan Ba.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Roshan Joseph, Evren Gul, and Shan Ba

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:58:04.028799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 47e57763-5f65-4b75-bf6c-3c608c7984b3 · outbound

This paper cites Fast flexible space‐filling designs with nominal factors for nonrectangular regions.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Fast flexible space‐filling designs with nominal factors for nonrectangular regions

Reference 13

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.411959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1d87c81a-f1e0-431f-9287-74b8ce223423 · outbound

This paper cites Fast Flexible Space - Filling Designs for Nonrectangular Regions.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Fast Flexible Space - Filling Designs for Nonrectangular Regions

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.132847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774742a6-c079-430c-90b3-35153f869022 · outbound

This paper cites Optimal Noncollapsing Space - Filling Designs for Irregular Experimental Regions.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Optimal Noncollapsing Space - Filling Designs for Irregular Experimental Regions

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.137993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca0ec95-2194-4506-9fe2-d647389ac997 · outbound

This paper cites Okolo, and Weihua Zhang.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Okolo, and Weihua Zhang

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T21:58:03.861629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 765cf604-419a-477f-8911-486a9b3e9cd4 · outbound

This paper cites Robust design modeling and optimization for dealing with a non-convex design space.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Robust design modeling and optimization for dealing with a non-convex design space

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.146253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c8063cb-5ca7-4bd0-9dfd-180049af99ba · outbound

This paper cites Particle swarm optimization for searching efficient experimental designs: A review.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Particle swarm optimization for searching efficient experimental designs: A review

Reference 18

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.388302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e6b7da80-8622-4324-b090-690e72c5c888 · outbound

This paper cites Orthogonal uniform composite designs.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Orthogonal uniform composite designs

Reference 19

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.374921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0904496d-3d2a-4427-88e9-fc2a3cb4cbe6 · outbound

This paper cites an unresolved cited work.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.158942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd4bf5cd-dd22-4b6e-b415-9d5ff09140bb · outbound

This paper cites Devon Lin.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Devon Lin

Reference 21

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.361773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 652b66f5-b307-4ad0-8ca9-ed8c28b9e141 · outbound

This paper cites Crombecq, E.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Crombecq, E

Reference 22

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.348937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa471f98-ea49-4641-b313-e8fdfee2ef10 · outbound

This paper cites Progressive Latin Hypercube Sampling : An efficient approach for robust sampling-based analysis of environmental models.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Progressive Latin Hypercube Sampling : An efficient approach for robust sampling-based analysis of environmental models

Reference 23

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.335813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0089d812-108e-4ba5-aec1-e0fbe3cba1e9 · outbound

This paper cites Parker, T.W.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Parker, T.W

Reference 24

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.323997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 55b059bd-a3c3-480a-84be-75a45ee607e3 · outbound

This paper cites Constrained space-filling and non-collapsing sequential design of experiments and its application for the lightweight design of cylindrical stiffened shells.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Constrained space-filling and non-collapsing sequential design of experiments and its application for the lightweight design of cylindrical stiffened shells

Reference 25

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.311684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f6e1ca5-edca-4201-8ada-2da654c22eb1 · outbound

This paper cites Anderson‐Cook, Miranda Martin, and Towfiq Ahmed.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Anderson‐Cook, Miranda Martin, and Towfiq Ahmed

Reference 26

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.299404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1fd57e52-8917-4639-a5bb-61569641e8f9 · outbound

This paper cites mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:58:03.603046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 86a779b0-0c76-472c-8042-4b8cfa450e4b · outbound

This paper cites Algorithms for hyper-parameter optimization.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Algorithms for hyper-parameter optimization

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:04.749489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 023c21e3-3ac4-4dc5-bfa4-c991dd58da6c · outbound

This paper cites VolcanoML : speeding up end-to-end AutoML via scalable search space decomposition.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs VolcanoML : speeding up end-to-end AutoML via scalable search space decomposition

Reference 29

Resolution: verified exact; doi, observed 2026-08-10T21:58:03.283421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4aaf285b-dd2c-4d23-a15d-813046d1da0d · outbound

This paper cites Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, St \'e fan J.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, St \'e fan J

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.206525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cf36a85-a383-435f-932d-2336bf7dbb0b · outbound

This paper cites Mixture discrepancy for quasi-random point sets.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Mixture discrepancy for quasi-random point sets

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:04.722652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 13327cb7-94e0-4238-8f1c-32958e15d4e2 · outbound

This paper cites Roshan Joseph.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Roshan Joseph

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:04.700120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e18a6901-be12-4150-98c3-3156eecf526d · outbound

This paper cites SlicedLHD : Sliced Latin Hypercube Designs , February 2024.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs SlicedLHD : Sliced Latin Hypercube Designs , February 2024

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:04.680214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a56229c4-23d8-4594-af60-cf59a421bc2c · outbound

This paper cites JMP ® Pro.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs JMP ® Pro

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:04.665272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d5095432-362c-4f0d-b2a2-0bbe47e8d317 · outbound

This paper cites Lucas and Jeffrey D.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs Lucas and Jeffrey D

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.226116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e22331f-d207-4f94-a70f-1a7bd17d00bf · outbound

This paper cites PEP 484 – Type Hints.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs PEP 484 – Type Hints

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:04.652390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e4c3db03-386f-4df6-87fd-903c7104fbe3 · outbound

This paper cites PEP 593 – Flexible function and variable annotations.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs PEP 593 – Flexible function and variable annotations

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:04.637361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 90d20665-7579-44c8-b78b-30590eeb0565 · outbound

This paper cites BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.239495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.