Paper Citation Record · LEDGER

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer

As of 5 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.17100.

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

pith.paper-citation-record.v1
2607.17100 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:05:55.852525Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a0e1dc2-b689-416d-a707-dd0f950746f2 · outbound

This paper cites npj Computational Materials , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer npj Computational Materials , volume =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:53.331542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5781995f-f6bb-4c03-8495-94a143158d9f · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:53.486553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 678c476e-ea71-4848-93ee-376d552fb3a4 · outbound

This paper cites npj Computational Materials , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer npj Computational Materials , volume =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:53.638748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39796bd7-4db2-4549-a49a-24c08dc18de4 · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:53.807997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 467bc950-cb24-4684-a9bb-b42dfdd53e18 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Advances in Neural Information Processing Systems , volume =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:53.971555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0575bc3-1a95-4ea8-9722-50cbef32f4f6 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Advances in Neural Information Processing Systems , volume =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.116586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166440b9-aa4c-4fbe-9fe5-a387478f26d4 · outbound

This paper cites npj Computational Materials , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer npj Computational Materials , volume =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.210695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0a78942-a986-4b89-b756-eab57a8d17d5 · outbound

This paper cites and Ceder, Gerbrand and Jain, Anubhav , title =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and Ceder, Gerbrand and Jain, Anubhav , title =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.377029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 425bce38-0c62-46da-9cb1-239902343b6c · outbound

This paper cites Chemistry of Materials , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Chemistry of Materials , volume =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.509514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c78325d-947a-4eef-86db-bb68e0ff8830 · outbound

This paper cites Connectivity Optimized Nested Line Graph Networks for Crystal Structures , journal =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Connectivity Optimized Nested Line Graph Networks for Crystal Structures , journal =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.512650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3cdd9b0-8790-4f95-a868-dd1084d3a1fb · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.572751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceab902e-bdfe-401b-ad89-e6700633c202 · outbound

This paper cites and Murdock, Ryan J.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and Murdock, Ryan J

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.714787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89f0035e-1fc1-41b4-b288-64297fbb9173 · outbound

This paper cites , title =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer , title =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.837248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96472cd8-6cda-49fb-9d0f-4eb6f0603aa4 · outbound

This paper cites npj Computational Materials , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer npj Computational Materials , volume =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.841296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73fd09fb-ceae-425e-92b7-9ab2ef671fcc · outbound

This paper cites Science , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Science , volume =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.844380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4e85bce-ce4c-4340-989c-377d727d78e7 · outbound

This paper cites and Talbot, Nicola L.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and Talbot, Nicola L

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.916531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01cfd85a-aa10-495f-8af9-009a527a348e · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Advances in Neural Information Processing Systems , volume =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.939015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7507e23a-de53-4b3f-a0b7-c14ea30a3dc7 · outbound

This paper cites and Le, Quoc V.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and Le, Quoc V

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.970752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf7c1f5-e599-470f-b55c-382be117336a · outbound

This paper cites Pawan and Dupont, Emilien and Ruiz, Francisco J.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Pawan and Dupont, Emilien and Ruiz, Francisco J

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:54.973528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15eec9e3-a511-4d8f-b17e-8caf14ba73fa · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , series =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Proceedings of the 41st International Conference on Machine Learning , series =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.001062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a5a29f4-30b3-4212-bb06-fac1240084c7 · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer The Thirteenth International Conference on Learning Representations , year =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.112172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e1646d4-92a7-422f-bd8f-dd03cb6b2bd8 · outbound

This paper cites Nature , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Nature , volume =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.115242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23ecb807-9e01-4190-8e21-ae41e059482e · outbound

This paper cites 2025 , howpublished =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer 2025 , howpublished =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.141369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e962159-73cb-47fd-af09-f0c20ba66b8f · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.196828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c35cb5f-a482-4b14-a309-2b4f10e5bc73 · outbound

This paper cites 2026 , howpublished =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer 2026 , howpublished =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.246950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc5ceb8-f4e3-43b2-b713-6ee18b277d27 · outbound

This paper cites Agentomics: An Agentic System that Autonomously Develops Novel State-of-the-Art Solutions for Biomedical Machine Learning Tasks , journal =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Agentomics: An Agentic System that Autonomously Develops Novel State-of-the-Art Solutions for Biomedical Machine Learning Tasks , journal =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.301349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e143645-9c98-4e65-b352-542c29de027c · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.335508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d605de5f-2cf9-433f-a277-90ef82cb938d · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.388633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9be423e-01c3-4768-a896-5fa304c32f97 · outbound

This paper cites 2024 , howpublished =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer 2024 , howpublished =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.432861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc400d7e-3ceb-495f-a73c-203725010fc2 · outbound

This paper cites , title =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer , title =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.477483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44d671ff-cbcc-43d4-9fb5-9453d40fe970 · outbound

This paper cites and Matanovic, Ivana and Li, Baikun and Holby, Edward F.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and Matanovic, Ivana and Li, Baikun and Holby, Edward F

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.544936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60542701-a16d-4b18-9871-76f917dca317 · outbound

This paper cites and Doherty, Tiarnan and Tigas, Panagiotis and Razzak, Muhammed and Roberts, Stephen and Walsh, Aron and Gal, Yarin , title =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and Doherty, Tiarnan and Tigas, Panagiotis and Razzak, Muhammed and Roberts, Stephen and Walsh, Aron and Gal, Yarin , title =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.655859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85fa1d6f-65a3-4cf5-a031-c3405b11dce8 · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.730411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b45b3290-4211-43c2-9c91-e84381d32e33 · outbound

This paper cites and Rendy, Bernardus and Fei, Yuxing and Kumar, Rishi E.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and Rendy, Bernardus and Fei, Yuxing and Kumar, Rishi E

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.783283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a275c6-af16-47e7-9dd5-32d6fc12546c · outbound

This paper cites and MacKnight, Robert and Kline, Ben and Gomes, Gabe , title =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and MacKnight, Robert and Kline, Ben and Gomes, Gabe , title =

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.797913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd29c977-292c-4f4b-83ab-985211df9a21 · outbound

This paper cites Proceedings of the 36th International Conference on Machine Learning , series =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Proceedings of the 36th International Conference on Machine Learning , series =

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.830660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa71b9d-117a-4972-9cfb-547aef0f73b8 · outbound

This paper cites and Moore, Jason H.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer and Moore, Jason H

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.840247Z

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Unavailable: canonical work link unavailable.

Observation 44b07cc2-d7ac-472d-809b-a836532cbfa6 · outbound

This paper cites 2020 , howpublished =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer 2020 , howpublished =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.842736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c6183e-71c8-4689-89bd-5792bd6629f8 · outbound

This paper cites ACM Computing Surveys , volume =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer ACM Computing Surveys , volume =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.845211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2802a33d-bc99-4134-aaec-431c142b255c · outbound

This paper cites 2026 , howpublished =.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer 2026 , howpublished =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.847685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae139f9-8eb5-4c06-8522-955904b8ce95 · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 41

Resolution: parse uncertain; no resolver link, observed 2026-08-01T19:05:55.850047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52469aa3-af2f-4180-9ac1-73d1637cc2ab · outbound

This paper cites an unresolved cited work.

Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T19:05:55.852525Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.