Paper Citation Record · LEDGER

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery

As of 11 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2608.04651.

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

pith.paper-citation-record.v1
2608.04651 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:52:16.783856Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 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

34 of 34 outbound references displayed

verified exact0
verified fuzzy14
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 130596a8-0cec-459c-b3ae-3555a6a099d7 · outbound

This paper cites A Tutorial on Bayesian Optimization.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery A Tutorial on Bayesian Optimization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:52:13.966379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf587b4-b220-4092-843c-c83635c51530 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:20.839352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5edff932-0459-427c-9073-b1963016e382 · outbound

This paper cites Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:52:14.126904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f38049d2-9536-46c2-b8e8-70c7d5a38bd8 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:20.825162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9c242bf0-a51e-4975-a7b2-03eead652899 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:20.809266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation de66164e-92b4-42b6-8f81-d81fdff1fa98 · outbound

This paper cites D., Allaire, D., & Arr´ oyave, R.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery D., Allaire, D., & Arr´ oyave, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:20.789740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 59910a35-57de-4e88-9d0f-ce5ba3217e9b · outbound

This paper cites D., Allaire, D., & Arr´ oyave, R.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery D., Allaire, D., & Arr´ oyave, R

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:20.765212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fdaa46d9-d8c0-4d58-bdeb-dfc33bb56d0e · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:20.746587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2aecc136-7755-4132-a7df-529dc8608719 · outbound

This paper cites Many Objective Bayesian Optimization.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Many Objective Bayesian Optimization

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:52:17.174969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1e3c4467-6a64-408d-a66f-eee79d4d106d · outbound

This paper cites W., & Chen, W.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery W., & Chen, W

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:20.730618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f0b7cd14-47b0-42d3-a5f9-3eaf6ea5c55c · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:20.714522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0afb8637-8195-42a9-b754-5f9f0dd02373 · outbound

This paper cites Bayesian Optimization in Materials Science: A Survey.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Bayesian Optimization in Materials Science: A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:52:14.857560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 075da354-1275-4e15-9037-afebef1ccf97 · outbound

This paper cites P., Benin, A.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery P., Benin, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:20.550358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f9f2ac81-1159-4e3d-8ca6-111a48de3fb5 · outbound

This paper cites R., Ramdas, A., Wu, Y., Rohr, B., Ermon, S., Dionne, J., et al.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery R., Ramdas, A., Wu, Y., Rohr, B., Ermon, S., Dionne, J., et al

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:20.335958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8ff0d19b-a52c-41f0-87c1-71bce28e7c07 · outbound

This paper cites E., Ren, Z., Tiihonen, A., Liu, Z., Sun, S., et al.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery E., Ren, Z., Tiihonen, A., Liu, Z., Sun, S., et al

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:20.042896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eb69c3b8-b988-4657-bec6-1a75f1f1eb20 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:19.789576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9cf658db-1e7c-4728-8e12-424bf81347c0 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:19.608433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5d6e9b27-bebd-4aa6-80c1-0b8d24b13008 · outbound

This paper cites J., Arr´ oyave, R., Qian, X., & Dougherty, E.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery J., Arr´ oyave, R., Qian, X., & Dougherty, E

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:19.355175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b05ed938-60e6-4832-b1fa-a11a25573d57 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:19.103825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c1fd6a26-7fdc-4582-81c1-bc40ac7ffc92 · outbound

This paper cites Q., Bhattacharya, A., Pati, D., Qian, X., Arroyave, R., & Mallick, B.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Q., Bhattacharya, A., Pati, D., Qian, X., Arroyave, R., & Mallick, B

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:18.864784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 240c1edc-ca24-461a-b736-be0e020a9d44 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:18.722133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8530a6a2-0ad1-4eea-91a7-65ec8380e6ca · outbound

This paper cites Y., Sargent, E.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Y., Sargent, E

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:18.602469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2b633fd7-9ffa-4d35-8722-5a2b30249b69 · outbound

This paper cites Y., Sargent, E.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Y., Sargent, E

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:18.511253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1db98e81-7157-46e5-bcf0-0231ea107d16 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:18.393747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a5a98bb8-11c3-47eb-be99-a4743c4eaaa3 · outbound

This paper cites K., Qian, X., Karaman, I., et al.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery K., Qian, X., Karaman, I., et al

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:18.274317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b4c933d2-1b7f-442d-a32f-b595a4db40f6 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:18.137488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ae0251d-4e5c-472e-82bf-b1497073a15c · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:18.025217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c283ffef-3273-4e52-a301-b75af44be994 · outbound

This paper cites S., Yakutovich, A.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery S., Yakutovich, A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:17.926725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 72399a22-0a66-4eb0-94d3-42d270c11b65 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:17.822553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation feb42a5e-c424-4e7c-a6c5-b649262c177b · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:17.693688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f4c6fc9c-360e-47db-a45d-39fb43fdab42 · outbound

This paper cites an unresolved cited work.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:52:17.586395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fa088fcb-e05d-4a43-b3be-fc299604074f · outbound

This paper cites E., Ren, Z., Li, Q.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery E., Ren, Z., Li, Q

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:17.485360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 36598495-9383-4bd8-b204-9ad15d59b64c · outbound

This paper cites Soedarmadji, S.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Soedarmadji, S

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:52:17.360013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 35af6e0d-b5d0-4efb-a687-a76003ce6fd6 · outbound

This paper cites Frugal Bayesian Optimization: Scalable Surrogates for Data- and Resource-Limited Discovery.

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Frugal Bayesian Optimization: Scalable Surrogates for Data- and Resource-Limited Discovery

Reference 34

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:52:16.954202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.