Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T18:50:50.121207Z
Paper Citation Record · LEDGER
GROOT: Effective Design of Biological Sequences with Limited Experimental Data
As of 15 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2411.11265.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
49 of 49 outbound references displayed
- verified exact8
- verified fuzzy4
- unresolved34
- parse uncertain0
- malformed identifier3
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7fe1ae4d-9f10-4daf-9ecf-266f37bb3523 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.592501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eea46d06-843a-49df-901d-535a3808df25 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:49.986313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d98e2739-6972-4b9f-82f6-64d105b92d47 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 3
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-12T18:50:50.583799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c9868b20-76b0-4039-9d48-e49b2cddfb64 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 4
- Resolution
- verified exact
- doi, observed 2026-08-12T18:50:50.247495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f68f7d44-0a00-4daa-8cc1-d66a8f9eb56a · outbound
This paper cites Learning in High Dimension Always Amounts to Extrapolation.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Learning in High Dimension Always Amounts to Extrapolation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:49.994740Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2382b2c7-ebda-4264-bfbb-1d969abe4783 · outbound
This paper cites OpenAI Gym.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data OpenAI Gym
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:49.997693Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8e442b4-579d-4d46-93d8-bfd902ccd176 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.575080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d2f284a1-bc7f-4082-a37e-3f1870a5da1c · outbound
This paper cites Brookes, Amirali Aghazadeh, and Jennifer Listgarten.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Brookes, Amirali Aghazadeh, and Jennifer Listgarten
Reference 8
- Resolution
- verified exact
- doi, observed 2026-08-12T18:50:50.238391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1ca79af6-26d5-4ee2-bc19-cc92e500490d · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.566459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 81d374d7-e7aa-408d-9afa-7d3059e1d687 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.009392Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef6ecd07-54a9-4bb1-bdce-ebc098193645 · outbound
This paper cites Bryant, Ali Bashir, Sam Sinai, Nina K.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Bryant, Ali Bashir, Sam Sinai, Nina K
Reference 11
- Resolution
- verified exact
- doi, observed 2026-08-12T18:50:50.229107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 17ee3411-077a-4285-91fd-386768698e87 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.015358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9098a88f-dc73-4fe8-b42d-2b37bce546a6 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.552882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 437bc93f-8848-4388-8357-b778f35bd1f5 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.536221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 14605a4b-1170-4fea-b97e-f775a47e8405 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.528811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ed528286-3aa8-4d30-ae6d-0bf037804ce8 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.521532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5098ec2c-368e-498f-a6a2-217c37b46619 · outbound
This paper cites Fowler and Stanley Fields.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Fowler and Stanley Fields
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.035745Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd581add-764a-4a5f-b7da-e10828d89c26 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.513507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9f1d4dc5-65b7-44bc-ac80-4b389543db75 · outbound
This paper cites Wei, David Duvenaud, José Miguel Hernández-Lobato, Benjamín Sánchez-Lengeling, Dennis Sheberla, Jorge Aguilera-Iparraguirre, Timothy D.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Wei, David Duvenaud, José Miguel Hernández-Lobato, Benjamín Sánchez-Lengeling, Dennis Sheberla, Jorge Aguilera-Iparraguirre, Timothy D
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.041548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8feb4542-a4d1-43e7-90e1-95fe8f8a1156 · outbound
This paper cites Boyken, and David Baker.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Boyken, and David Baker
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.044528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3ec5bd1-fa98-40bf-a4ba-15ca163e2ff9 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.505150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1d2aff69-be1c-4c34-875f-b814c260279e · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.496818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3f0af847-1f19-4217-a322-729acdd8bf72 · outbound
This paper cites Kauffman and Edward D.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Kauffman and Edward D
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T18:50:50.488061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7d49c2e1-4964-48c9-9bea-83d32abdc736 · outbound
This paper cites Segment Anything.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Segment Anything
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.055945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1133d63a-4805-4db7-886d-162e64886c07 · outbound
This paper cites Jaakkola, Regina Barzilay, and Ila R Fiete.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Jaakkola, Regina Barzilay, and Ila R Fiete
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T18:50:50.479474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b8a4cfc7-342d-4df7-a0f1-74fdaf5bf409 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.470959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 147f5736-c59d-4060-b67a-fc2529850bdf · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.461703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d83cab95-847a-48d3-a6ec-39614d184cc2 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.453168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 38ceca9e-61ea-43e1-8a8c-d04772a9fe83 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 29
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-12T18:50:50.070485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eba7cc3f-4230-4138-95c8-d1f850449ff4 · outbound
This paper cites Liu and Jorge Nocedal.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Liu and Jorge Nocedal
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.073254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a37d9faa-fb7e-4e2d-9244-87ccbe4f738e · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.444632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 165a25d7-59a5-4a16-b759-66ef938b0009 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 32
- Resolution
- verified exact
- doi, observed 2026-08-12T18:50:50.179487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5efd04cb-df41-45d4-b95d-f0338e29c6ec · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.436286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c418cf15-c03f-4fc6-b501-de9ca76e52b2 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 34
- Resolution
- verified exact
- doi, observed 2026-08-12T18:50:50.171614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8ce0e1d8-59e8-4d3d-92af-81461145a12e · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.085700Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eceb31bf-8050-4aeb-ab76-b5f0e3f240be · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.427588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e77ad48a-a16a-495c-8e2e-6266552d9043 · outbound
This paper cites Sarkisyan, Dmitry A.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Sarkisyan, Dmitry A
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.091053Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b699f0bd-3eb1-4cdf-827e-dc1422bd829c · outbound
This paper cites AdaLead: A simple and robust adaptive greedy search algorithm for sequence design.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data AdaLead: A simple and robust adaptive greedy search algorithm for sequence design
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.093796Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c95d778e-32aa-481e-9745-facc92b37a31 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.413342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5d117f96-8587-4529-aaf8-424eeb7daff0 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.404884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0e54b2b3-9cde-47c8-b52d-f7b209ddc1c4 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.397095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7f1db061-71a8-4a23-8f80-62c76246d1e9 · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 42
- Resolution
- verified exact
- doi, observed 2026-08-12T18:50:50.157414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4625e95c-bba7-4a9c-a42f-a680f7fb0879 · outbound
This paper cites Lane, and Huimin Zhao.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Lane, and Huimin Zhao
Reference 43
- Resolution
- verified exact
- doi, observed 2026-08-12T18:50:50.148677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b7cc3aa1-3838-4dab-a4cf-5114571ede5c · outbound
This paper cites The reparameterization trick for acquisition functions.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data The reparameterization trick for acquisition functions
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:50:50.112030Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca81aee6-bd4f-468c-bb38-ad52934b60cb · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T18:50:50.388302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 94d75a89-f1b9-4be6-978d-88827d1e830b · outbound
This paper cites Thus, we have E∥𝑧−𝑥∥≤( 1−𝛽)E∥𝜖∥+ E∥𝑥∥ <(1−𝛽)√ 𝑑+ √ 𝑑 = 2(1−𝛽) √ 𝑑.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Thus, we have E∥𝑧−𝑥∥≤( 1−𝛽)E∥𝜖∥+ E∥𝑥∥ <(1−𝛽)√ 𝑑+ √ 𝑑 = 2(1−𝛽) √ 𝑑
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T18:50:50.379289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 80a610f5-c4a9-47ac-9a4e-aefebca5d17b · outbound
This paper cites an unresolved cited work.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Unresolved cited work
Reference 49
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-12T18:50:50.370842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bd52981d-8554-4b36-aee4-b3f6cb6d661e · outbound
This paper cites Foundations of Computa- tional mathematics 12, 6 (2012), 805–849.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Foundations of Computa- tional mathematics 12, 6 (2012), 805–849
Reference 2012
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T18:50:50.544670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f1cb87d1-ff52-43da-b609-be726342ac43 · outbound
This paper cites Machine Learning: Science and Technology 4, 2 (April 2023), 025014.
GROOT: Effective Design of Biological Sequences with Limited Experimental Data Machine Learning: Science and Technology 4, 2 (April 2023), 025014
Reference 2023
- Resolution
- verified exact
- doi, observed 2026-08-12T18:50:50.214535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
No inbound Pith citation observations are available.