{"as_of":"2026-08-16T23:46:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:6575e8d7f457bf17fecbf72fef0b22409eefdc86438d3303976559a0255215e6","coverage":[{"denominator":38,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":38,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T21:58:03.239495Z","state":"measured"},{"denominator":38,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":38,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2501.03398/citation-record","integrity":"/paper/2501.03398/integrity","json":"/paper/2501.03398/citation-record.json","paper":"/paper/2501.03398"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.064620Z","title":"Sanchez, Paul J","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.064620Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:6aa259f4729028e6164d75cb5b9404d504e076712ca092d61ab1d718a955f864","observation_id":"d3bec21a-8e80-48db-9aae-310253830cbd","resolution":{"observed_at":"2026-08-10T21:58:03.064620Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2108.10470","last_updated":"2021-08-25T23:42:59Z","snapshot_observed_at":"2026-07-06T11:40:56.544714Z","submitted_at":"2021-08-24T01:38:11Z","title":"Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2108.10470","snapshot_observed_at":"2026-08-10T21:58:03.070868Z","title":"Isaac Gym : High Performance GPU - Based Physics Simulation For Robot Learning , 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.070868Z"},"links":{"cited_paper":"/paper/2108.10470","citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:6bfa61bd265541ebab87e49c9c9584168316b362fe1781357400e5cd44df48e3","observation_id":"e6b9d64a-2c0c-489c-9a66-ac64b64bab0c","resolution":{"observed_at":"2026-08-10T21:58:03.070868Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"stable/2332810","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.511902Z","title":null,"venue":null,"work_id":"c544dfcd-dea4-4918-bc97-6cb22867c0b2","year":1959},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.076350Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:a9ab5349af93f561a93639c2af2076ace7d9a3110f470dd646fbc2eab5342632","observation_id":"82e97ce7-1352-4903-b3d4-146068782ba0","resolution":{"observed_at":"2026-08-10T21:58:04.519545Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/978-3-319-64182-9_9","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-13T11:03:48.094449Z","title":"Sanchez and Paul J","venue":"Simulation foundations, methods and applications","work_id":"d063fc4d-fc81-484b-9644-99862e84ac5a","year":2017},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.084830Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:eb79954cf0b3bb60dcbd9d4cd85fd0d6e7494ef8a48b2d09fb4b669dc367cd2d","observation_id":"ccda9de3-1d2d-4538-b8a2-819ecc6588da","resolution":{"observed_at":"2026-08-10T21:58:03.459875Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1002/qre.3123","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:03:20.376878Z","title":"Design choice and machine learning model performances","venue":"Quality and Reliability Engineering International","work_id":"7a1ef186-cc29-4790-9949-6808a1e27884","year":2022},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.090976Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:c06423e0bee9a681f1f037a88bc32a59b104650782e79d11952903404f1f4b5f","observation_id":"ae5f9363-9398-47c8-933c-73d6ab2598fc","resolution":{"observed_at":"2026-08-10T21:58:03.448203Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s00362-023-01437-w","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.432526Z","title":"Design of experiments and machine learning with application to industrial experiments","venue":null,"work_id":"59888743-d8dd-48f8-b3f3-c661af37d89f","year":2023},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.095651Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:f94669e77f6b3d70ababd341e041c320a6c354cb196405147a4eb7069954e111","observation_id":"c30c5d9c-29e5-48c2-929b-473af62767a5","resolution":{"observed_at":"2026-08-10T21:58:03.436706Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"4065.2024","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.399535Z","title":"Weese, Jonathan W","venue":null,"work_id":"7909d655-f885-4c79-b620-bc8ccf7bf403","year":2024},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.100802Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:db2c32c126422ab0630312dded5e8d7737418a9c1d8c4540d6a474fcfec4b9ca","observation_id":"48ae6976-8c21-4f11-99c3-cb2882ce4298","resolution":{"observed_at":"2026-08-10T21:58:04.416439Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2112.2015","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.306272Z","title":"Roshan Joseph","venue":null,"work_id":"6c860014-b56d-4075-8bd3-b6f52917d28a","year":2016},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.105592Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:828a6e90b38b5d54557c6227ba799eee7b64d78417b9a33f6e87ad719850267e","observation_id":"e18bbc23-5fea-4d51-b5e0-dcbbc14b7925","resolution":{"observed_at":"2026-08-10T21:58:04.314410Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.110749Z","title":"Johnson, L.M","venue":null,"work_id":null,"year":1990},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.110749Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:88e6f0e4700f6e123db48bfec017d99ddaa033503e0deb95b9d2f4d1fa243e53","observation_id":"057a1d8d-0b8a-4d04-93c2-c6bb2ace920c","resolution":{"observed_at":"2026-08-10T21:58:03.110749Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"stable/2430486","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.122746Z","title":null,"venue":null,"work_id":"db7574b0-4b29-4696-a607-59ce6a6c50c3","year":1992},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.115012Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:7095d5f7ad2b29f77b2cb16c76db4eec80d53c2d0f2985fdaf7756c38073a205","observation_id":"03863037-3f1b-4863-9a99-4ee89050ce3a","resolution":{"observed_at":"2026-08-10T21:58:04.132685Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1057/jos.2013.16","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.420590Z","title":"Numerical studies of space-filling designs: optimization of Latin Hypercube Samples and subprojection properties","venue":null,"work_id":"ca27d055-9481-4de1-b687-6eaeda4c8924","year":2013},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.120119Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:9a207df8cce1abdc69edc11c5da5afbd4aa56a62ac7aaefd8867f12a760938bb","observation_id":"7f9b2adc-829e-4ec2-be22-4367b4859627","resolution":{"observed_at":"2026-08-10T21:58:03.424913Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"4065.2019","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.018774Z","title":"Roshan Joseph, Evren Gul, and Shan Ba","venue":null,"work_id":"e6dd8a33-b860-461e-bf7d-7a37f40f726c","year":2020},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.124764Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:71553168a186003231e7c233b3425c2c8ac37565f18811c4fd7f3bfdd431471f","observation_id":"0ec518e7-5dda-4dd7-8c9a-9ce724dafe12","resolution":{"observed_at":"2026-08-10T21:58:04.028799Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1002/qre.2429","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:03:20.376878Z","title":"Fast flexible space‐filling designs with nominal factors for nonrectangular regions","venue":"Quality and Reliability Engineering International","work_id":"a6a23dd7-9959-440d-a87d-796b5ceb0f89","year":2019},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.128770Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:c7b27c87eb8e88fa730caae1ae064bcd0c5215e3fc2d43a1242b69ac419e366b","observation_id":"47e57763-5f65-4b75-bf6c-3c608c7984b3","resolution":{"observed_at":"2026-08-10T21:58:03.411959Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.132847Z","title":"Fast Flexible Space - Filling Designs for Nonrectangular Regions","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.132847Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:3272618f3b330f8b0f39ebbcc0c8586e98e372378170b2ddb1ead5ba155b15c3","observation_id":"1d87c81a-f1e0-431f-9287-74b8ce223423","resolution":{"observed_at":"2026-08-10T21:58:03.132847Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.137993Z","title":"Optimal Noncollapsing Space - Filling Designs for Irregular Experimental Regions","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.137993Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:491d470726dff92cbf7ebc4e0672010dd794c33e3314fd8f0cdb87f1b1079d66","observation_id":"774742a6-c079-430c-90b3-35153f869022","resolution":{"observed_at":"2026-08-10T21:58:03.137993Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2018.15426","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.853300Z","title":"Okolo, and Weihua Zhang","venue":null,"work_id":"f276a166-f5f5-4ab6-b5b7-8d05e0cf0f17","year":2019},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.142206Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:93431d6491ce75b3f97216ec4f993a83851ffcff84652aba55d6df87c179a3a3","observation_id":"cca0ec95-2194-4506-9fe2-d647389ac997","resolution":{"observed_at":"2026-08-10T21:58:03.861629Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.146253Z","title":"Robust design modeling and optimization for dealing with a non-convex design space","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.146253Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:b278b015c29f2209fd483bff3351c5de2321dd9b52c92d0b183c126ef7face12","observation_id":"765cf604-419a-477f-8911-486a9b3e9cd4","resolution":{"observed_at":"2026-08-10T21:58:03.146253Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1002/wics.1578","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:03:20.376878Z","title":"Particle swarm optimization for searching efficient experimental designs: A review","venue":"Wiley Interdisciplinary Reviews Computational Statistics","work_id":"9acf7954-ead6-4fab-993f-b92f3e583f45","year":2022},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.150212Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:936b464f50bb1016f46213d2c0fffd4d900556e6d6f101936cd90601faef1180","observation_id":"2c8063cb-5ca7-4bd0-9dfd-180049af99ba","resolution":{"observed_at":"2026-08-10T21:58:03.388302Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.jspi.2019.08.007","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.369823Z","title":"Orthogonal uniform composite designs","venue":null,"work_id":"24b3ff53-4f2a-4c47-a5f1-89a64e58896f","year":2020},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.154445Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:ecaa329bab0e23a4094beca1f1677fb57e7c0435cc082ef6e299b3566e79fc9d","observation_id":"e6b7da80-8622-4324-b090-690e72c5c888","resolution":{"observed_at":"2026-08-10T21:58:03.374921Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.158942Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.158942Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:75c37dcae23d51871c0a6ca37a680f865c21f8a8ef73f7dd01dc2063eeb9c077","observation_id":"0904496d-3d2a-4427-88e9-fc2a3cb4cbe6","resolution":{"observed_at":"2026-08-10T21:58:03.158942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.5705/ss.2013.388","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.357702Z","title":"Devon Lin","venue":null,"work_id":"74b6cfb2-3b3b-4660-8232-4227ccae053d","year":2015},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.163208Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:02f57228fc0ea753d4aa4f11c87e72e0344acd2ed203a74a0d934b8d05f92eb0","observation_id":"bd4bf5cd-dd22-4b6e-b415-9d5ff09140bb","resolution":{"observed_at":"2026-08-10T21:58:03.361773Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ejor.2011.05.032","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.344601Z","title":"Crombecq, E","venue":null,"work_id":"c9c0675a-c93a-4b65-87bd-aabc5800ab20","year":2011},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.167322Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:ce34473a45d6187cf014073e851d0dcc9e3d3d37bf8b1de3416348044b32787b","observation_id":"652b66f5-b307-4ad0-8ca9-ed8c28b9e141","resolution":{"observed_at":"2026-08-10T21:58:03.348937Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.envsoft.2017.03.010","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.331646Z","title":"Progressive Latin Hypercube Sampling : An efficient approach for robust sampling-based analysis of environmental models","venue":null,"work_id":"bab3b460-e167-432b-ac12-d0a90f563efe","year":2017},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.171656Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:1642e3e7e5587181e62fb04f625255e55a9eb30957b813fab2edbb2389dd2303","observation_id":"aa471f98-ea49-4641-b313-e8fdfee2ef10","resolution":{"observed_at":"2026-08-10T21:58:03.335813Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ejor.2024.06.020","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.319779Z","title":"Parker, T.W","venue":null,"work_id":"b980015c-fecb-43d9-9f5c-9c4bc83b8c66","year":2024},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.177073Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:d2a9cf0d3998d772ddf7bef6eb8cedf6bcb64519b5c2fd235f6f4be22c7e7baf","observation_id":"0089d812-108e-4ba5-aec1-e0fbe3cba1e9","resolution":{"observed_at":"2026-08-10T21:58:03.323997Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s00158-021-02948-6","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.307361Z","title":"Constrained space-filling and non-collapsing sequential design of experiments and its application for the lightweight design of cylindrical stiffened shells","venue":null,"work_id":"058c2b60-7274-4cd1-9ad9-f796051e78e6","year":2021},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.181803Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:5881e9252a95dd4e75084157cb7f35b3070d1a067719ec6d54edd228188331f3","observation_id":"55b059bd-a3c3-480a-84be-75a45ee607e3","resolution":{"observed_at":"2026-08-10T21:58:03.311684Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1002/qre.2884","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:03:20.376878Z","title":"Anderson‐Cook, Miranda Martin, and Towfiq Ahmed","venue":"Quality and Reliability Engineering International","work_id":"3e007d88-c12e-4d13-8504-4e464e2981bf","year":2022},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.187031Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:c8dae3281b26785432acc7e968dcb7d92ea73a959393d0b143b42dada35bbf37","observation_id":"7f6e1ca5-edca-4201-8ada-2da654c22eb1","resolution":{"observed_at":"2026-08-10T21:58:03.299404Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1703.03373","last_updated":"2018-12-03T10:45:32Z","snapshot_observed_at":"2026-08-14T21:12:38.251151Z","submitted_at":"2017-03-09T17:52:50Z","title":"mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions","version":3},"cited_work":{"arxiv_id":"1703.03373","doi":null,"metadata_source":"pith","pith_arxiv_id":"1703.03373","snapshot_observed_at":"2026-08-10T21:58:03.595365Z","title":"mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions","venue":"stat.ML","work_id":"a1ea003f-60f0-47e1-95f0-62abd6c50ada","year":2017},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.192958Z"},"links":{"cited_paper":"/paper/1703.03373","citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:cc806aa27fb159dbe91052d4c38dc23f06315b3d4c3a10b7d686444f0d555198","observation_id":"1fd57e52-8917-4639-a5bb-61569641e8f9","resolution":{"observed_at":"2026-08-10T21:58:03.603046Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.744323Z","title":"Algorithms for hyper-parameter optimization","venue":null,"work_id":"1bff82fd-b4ac-43a9-9941-d2c5d9a84414","year":2011},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.197804Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:04ddc91513653c847698a96f82197621b02bc4fa4eff710bbc0e8d7c4ebc9e85","observation_id":"86a779b0-0c76-472c-8042-4b8cfa450e4b","resolution":{"observed_at":"2026-08-10T21:58:04.749489Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s00778-022-00752-2","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.277015Z","title":"VolcanoML : speeding up end-to-end AutoML via scalable search space decomposition","venue":null,"work_id":"7f66a3cf-cb4c-4dc2-a8b8-5daa5a40aef0","year":2023},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.202000Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:0af8420ba3e5d13968b0210bcf0574544cef7ba31b220e9b106c306a1da16b28","observation_id":"023c21e3-3ac4-4dc5-bfa4-c991dd58da6c","resolution":{"observed_at":"2026-08-10T21:58:03.283421Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.206525Z","title":"Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, St \\'e fan J","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.206525Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:9ecc94f0663df804d68c1fe9b686b70835d38c4315870cf07a3195c18f4b196f","observation_id":"4aaf285b-dd2c-4d23-a15d-813046d1da0d","resolution":{"observed_at":"2026-08-10T21:58:03.206525Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.710745Z","title":"Mixture discrepancy for quasi-random point sets","venue":null,"work_id":"bb4359d0-ecf9-4fc3-832e-59761da56187","year":2013},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.210490Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:c083f81b21e2c497777e1aea065e73ef44bbab960e92c0dc28f285ee80c8f449","observation_id":"8cf36a85-a383-435f-932d-2336bf7dbb0b","resolution":{"observed_at":"2026-08-10T21:58:04.722652Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.695839Z","title":"Roshan Joseph","venue":null,"work_id":"64cee7cb-18e8-471d-a3b5-275a8924a816","year":2015},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.214575Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:c73be95cbff07e88d13f1ccde73fa6f52bd4a28863a03541b971243532d95217","observation_id":"13327cb7-94e0-4238-8f1c-32958e15d4e2","resolution":{"observed_at":"2026-08-10T21:58:04.700120Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.675163Z","title":"SlicedLHD : Sliced Latin Hypercube Designs , February 2024","venue":null,"work_id":"3ba16e13-b72d-4bc9-93f0-a3922c27ecdf","year":2024},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.218403Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:1f3841e087f236825c27f9e0a3daa8226053684fcd8cd40d4e6506189506bd85","observation_id":"e18a6901-be12-4150-98c3-3156eecf526d","resolution":{"observed_at":"2026-08-10T21:58:04.680214Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.661142Z","title":"JMP ® Pro","venue":null,"work_id":"bea10689-35be-40f1-9553-24e6368c913c","year":1989},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.222320Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:ddfa2a2d07a9cd21b04c115344f2eff0449e3417d1eafa55038173dbca0173a5","observation_id":"a56229c4-23d8-4594-af60-cf59a421bc2c","resolution":{"observed_at":"2026-08-10T21:58:04.665272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:03.226116Z","title":"Lucas and Jeffrey D","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.226116Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:b92312b7a0529c4b67d7efa0f6c55fbe65ef249db389d35dbd076780be90f047","observation_id":"d5095432-362c-4f0d-b2a2-0bbe47e8d317","resolution":{"observed_at":"2026-08-10T21:58:03.226116Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.647196Z","title":"PEP 484 – Type Hints","venue":null,"work_id":"9f3ef0e1-194e-4f48-b8eb-1b163bcb2689","year":2014},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.230813Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:880d400a05254e263b21fa4356cf5f8e4bddb1482a040022bbd3d83fc9850a30","observation_id":"7e22331f-d207-4f94-a70f-1a7bd17d00bf","resolution":{"observed_at":"2026-08-10T21:58:04.652390Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:58:04.632520Z","title":"PEP 593 – Flexible function and variable annotations","venue":null,"work_id":"f85fd29c-7e56-475a-97ee-a8c823693e6b","year":2019},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.235151Z"},"links":{"citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:bf1f9cf9cb3da9c3939eba93d510f12c4ee2108e4d491068801869ec0adaa0b5","observation_id":"e4c3db03-386f-4df6-87fd-903c7104fbe3","resolution":{"observed_at":"2026-08-10T21:58:04.637361Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1908.06756","last_updated":"2019-08-16T10:01:03Z","snapshot_observed_at":"2026-08-14T12:58:52.638393Z","submitted_at":"2019-08-16T10:01:03Z","title":"BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.06756","snapshot_observed_at":"2026-08-10T21:58:03.239495Z","title":"Lindauer, K","venue":null,"work_id":null,"year":1908},"citing_paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-10T21:58:03.239495Z"},"links":{"cited_paper":"/paper/1908.06756","citing_paper":"/paper/2501.03398"},"observation_digest":"sha256:3eaf537ae8914055812a6dac6b26eb6c891b2001dd60084a8929e6f389e804b5","observation_id":"90d20665-7579-44c8-b78b-30590eeb0565","resolution":{"observed_at":"2026-08-10T21:58:03.239495Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2501.03398","last_updated":"2025-01-06T21:36:43Z","latest_version":1,"primary_category":"cs.MS","snapshot_observed_at":"2026-08-10T21:50:28.292457Z","submitted_at":"2025-01-06T21:36:43Z","title":"Rapid Experimentation with Python Considering Optional and Hierarchical Inputs"},"reference_resolution":{"displayed":38,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":10,"verified_exact":20,"verified_fuzzy":7},"total_outbound_references":38},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"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."}