Paper Citation Record · LEDGER

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development

As of 18 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2502.05735.

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

pith.paper-citation-record.v1
2502.05735 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:18:59.722004Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

47 of 47 outbound references displayed

verified exact8
verified fuzzy21
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbb11aa2-a297-4827-8d71-e057f5a2419f · outbound

This paper cites Arr ´oyave, D.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Arr ´oyave, D

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.526700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5d87e016-a6b9-4aae-a097-4568c8c2b2ba · outbound

This paper cites Acemi, B.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Acemi, B

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.517239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1b188b9-8c28-4dbb-84f2-2a2661dd60b5 · outbound

This paper cites Accelerated Multi-Objective Alloy Discovery through Efficient Bayesian Methods: Application to the FCC Alloy Space.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Accelerated Multi-Objective Alloy Discovery through Efficient Bayesian Methods: Application to the FCC Alloy Space

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4abb0699-c0ef-4601-b9e6-47777eb533d5 · outbound

This paper cites Mulukutla, A.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Mulukutla, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.507627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a505546-8779-4d54-b327-6acc93fcddcf · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 5

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Source-reported events for the cited work

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Observation e3bb62d7-f1cb-49be-a108-762f9fab4db0 · outbound

This paper cites Crabtree, Self-driving laboratories coming of age, Joule 4 (12) (2020) 2538–2541.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Crabtree, Self-driving laboratories coming of age, Joule 4 (12) (2020) 2538–2541

Reference 6

Resolution: verified exact; doi, observed 2026-08-08T18:18:59.808310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0d5b32d3-dd68-43eb-8206-c1b448bac0fc · outbound

This paper cites Ament, M.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Ament, M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.489694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e93e63cb-9741-4fd6-9fe1-6ad2d45efbef · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e970cf9c-ae2e-41a5-aedf-0645b9d77196 · outbound

This paper cites Langner, F.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Langner, F

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.472333Z

Source-reported events for the cited work

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Observation 40d2d9c4-5294-4bc5-a220-d0f0f94dc6d1 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.463965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a162ee95-6e1d-4785-aa1f-3177aac64d35 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.454939Z

Source-reported events for the cited work

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Observation 38a23edb-6b19-4785-aba7-618e20b17b45 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.445449Z

Source-reported events for the cited work

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Observation fe8bbce0-dc86-4d17-80d6-092362dc6075 · outbound

This paper cites Christensen, L.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Christensen, L

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.435696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a107003-7f3f-4524-979e-f6cc130537a5 · outbound

This paper cites Grizou, L.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Grizou, L

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.425648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 956020f7-3ebd-4d81-9a2c-1aca28b47249 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.415736Z

Source-reported events for the cited work

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Observation 8376ec0a-5e5f-466d-b5a5-1391c6e71de2 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.405883Z

Source-reported events for the cited work

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Observation 23993a02-2c88-467c-8607-d50a14b98e8c · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.396363Z

Source-reported events for the cited work

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Observation e9ac8508-ce27-409f-91b5-04390f8983e6 · outbound

This paper cites H ¨ase, L.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development H ¨ase, L

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.386838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 101b9c18-3ce8-47fe-8126-cd3cbd3b173a · outbound

This paper cites Advancing the Pareto front for thin-film materials using a self-driving laboratory.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Advancing the Pareto front for thin-film materials using a self-driving laboratory

Reference 19

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Source-reported events for the cited work

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Observation b3b054b1-dd7a-43c3-81dc-72f85c5cf1e2 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 20

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Source-reported events for the cited work

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Observation cc416a98-a3a0-411d-a008-acbf216b1cf0 · outbound

This paper cites Konak, D.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Konak, D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.371555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 12abfbe2-e4a7-4cba-98a3-d479d80c0789 · outbound

This paper cites Mingqiang, K.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Mingqiang, K

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.362354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa7e57a8-086a-4b0a-a998-1d91863b356f · outbound

This paper cites Nedjah, L.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Nedjah, L

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.353317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b07d6a1c-7e48-40d2-b7b3-5ec3999e9f08 · outbound

This paper cites Khatamsaz, L.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Khatamsaz, L

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.344378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation baa9d980-1043-405d-acd7-415f74ced5fa · outbound

This paper cites Arr ´oyave, D.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Arr ´oyave, D

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.334873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a6cb52b2-cb31-4716-b6bb-c5ac00372835 · outbound

This paper cites Hierarchical Gaussian Process-Based Bayesian Optimization for Materials Discovery in High Entropy Alloy Spaces.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Hierarchical Gaussian Process-Based Bayesian Optimization for Materials Discovery in High Entropy Alloy Spaces

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-08T18:19:00.186325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7d1c6c6-d7f2-4ae9-97cb-053741635bbc · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.326590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fe741f28-e2c8-470d-aeec-de33bf12134e · outbound

This paper cites Hakanen, J.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Hakanen, J

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.318278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 12193b78-4527-4048-924e-6b0405979ea9 · outbound

This paper cites URL https://arpa-e.energy.gov/technologies/programs/ ultimate.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development URL https://arpa-e.energy.gov/technologies/programs/ ultimate

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.309459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 25e762a4-3c23-4796-9831-6451cfd93a30 · outbound

This paper cites Khatamsaz, B.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Khatamsaz, B

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.300951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 50fd6866-11df-4679-af8e-c218c9bea6bf · outbound

This paper cites Khatamsaz, B.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Khatamsaz, B

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.291362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f2fc09df-9515-45c9-b63d-cf47c759ae3d · outbound

This paper cites Beume, S-Metric Calculation by Considering Dominated Hypervol- ume as Klee’s Measure Problem, Evolutionary Computation 17 (4) (2009) 477–492.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Beume, S-Metric Calculation by Considering Dominated Hypervol- ume as Klee’s Measure Problem, Evolutionary Computation 17 (4) (2009) 477–492

Reference 32

Resolution: verified exact; doi, observed 2026-08-08T18:18:59.799010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6b7a646d-17c6-4eb2-8bd8-058a4cd9b1d4 · outbound

This paper cites Bradstreet, L.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Bradstreet, L

Reference 33

Resolution: verified exact; doi, observed 2026-08-08T18:18:59.789004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c4ebc1e7-93bb-40fc-a02c-43c50a7bb107 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 34

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Source-reported events for the cited work

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Observation f68ddbd5-b17a-496e-948b-f3b62c5cefdd · outbound

This paper cites On the Vertical Distribution of Values of $L$-functions in the Selberg Class.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development On the Vertical Distribution of Values of $L$-functions in the Selberg Class

Reference 35

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Source-reported events for the cited work

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Observation eb896249-2b86-4425-aa13-0aea00a9bfc1 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e360a73d-48b7-48a8-b872-aadd82d04867 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.272618Z

Source-reported events for the cited work

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Observation b99b917d-df87-4b5a-9bc4-7aaac607c495 · outbound

This paper cites Zitzler, L.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Zitzler, L

Reference 38

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Source-reported events for the cited work

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Observation f365c632-c4c3-46f1-8d0b-cf4359e593c4 · outbound

This paper cites Marler, J.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Marler, J

Reference 39

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Source-reported events for the cited work

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Observation 0aa206ff-6a78-4d74-b493-6c070cd9e6f5 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 40

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Source-reported events for the cited work

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Observation 78b79c05-9055-489f-9d9d-211d010f2b0e · outbound

This paper cites Das, Nonlinear multicriteria optimization and robust optimality, Rice University, 1997.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Das, Nonlinear multicriteria optimization and robust optimality, Rice University, 1997

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.262647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3aeb62a-8666-4ee2-a38b-d72fee2907ea · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 42

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a645b2f-c60f-43de-aa1b-03259b38b56c · outbound

This paper cites an unresolved cited work.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:00.252832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e4720ab-f2c6-496a-82a2-c96fa9a95f90 · outbound

This paper cites Villani, Optimal transport: old and new, V ol.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Villani, Optimal transport: old and new, V ol

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.243135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9673bf19-187b-4a78-8134-50927043794d · outbound

This paper cites Wagner, D.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Wagner, D

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.232958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9138760-9cf7-4f6b-930c-8785d32e52f2 · outbound

This paper cites Maresca, W.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development Maresca, W

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:00.223107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f9bc7bc6-014f-412e-8bae-d11cb97bafda · outbound

This paper cites URL https://www.sciencedirect.com/science/article/pii/ S1359645419306755 11.

Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development URL https://www.sciencedirect.com/science/article/pii/ S1359645419306755 11

Reference 249

Resolution: verified exact; doi, observed 2026-08-08T18:18:59.753598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.