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Paper Citation Record · LEDGER

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research

As of 9 August 2026, this Paper Citation Record lists 100 of 115 outbound references and 1 inbound Pith citation observation for arXiv:2506.12312.

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

pith.paper-citation-record.v1
2506.12312 v1

Coverage vector

measured 100 of 115 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:55:17.085734Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:12.917815Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T20:45:13.254890Z

Reference resolution

100 of 115 outbound references displayed

  • verified exact22
  • verified fuzzy0
  • unresolved75
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 700fb7e5-70c4-4a1b-92df-37e8290ee620 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.630418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.630418Z digest=sha256:62ebb86e0e197593786cc1e612d5cd4543aa8ad7545b1dc03ad4c10326496d5c

Observation 10489d27-f50b-4327-9f01-4b6a1f65fdb2 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-07T00:55:16.635310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.635310Z digest=sha256:34f3f959daab70cd0336e7d8a13be56538a5082997facb72d4d410bbda734f36

Observation 8fe7172b-fa98-4ed4-ac33-5617c3d3cbcb · outbound

This paper cites Yoshikawa, Y.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Yoshikawa, Y

Reference 3

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no resolver link, observed 2026-08-07T00:55:16.639671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.639671Z digest=sha256:96ceb9122f74ac0f47affa67261cf28b9a6daa55efd615c02ab32517357fcb2b

Observation 60ee91de-c15e-4d14-8f39-29dece9b65e1 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-07T00:55:16.648079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.648079Z digest=sha256:b11b96a8583d67d61aac8ac5b10552aaf10572f01ac865bfd4e91ada1f26cd96

Observation bb6b9dae-e1a2-43ba-957a-af4b3d5f2408 · outbound

This paper cites Williams, E.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Williams, E

Reference 5

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unresolved
no resolver link, observed 2026-08-07T00:55:16.652460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.652460Z digest=sha256:1d588337868aeddc54208a48366712dac0b0f6d795bf488e42d43b82840c237c

Observation 68b0b277-3f2b-4794-b94b-1f9cf40e5f0f · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.656855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.656855Z digest=sha256:6ffdbd82ef7ff8bc1700c07fe53e36396ede8d9aa5c26007a4ac38a710196b87

Observation 4aa2b881-632a-4ba0-a867-704a4ce4c760 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.660853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.660853Z digest=sha256:198d5317c06a370c3ab7b671cd6d859b85648ba2a5e0c9cee6a30d85473f26ff

Observation 5e71de43-49e7-4acb-8269-b32eb41c8847 · outbound

This paper cites Gomez-Bombarelli, J.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Gomez-Bombarelli, J

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.666082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.666082Z digest=sha256:baf35bb5c51c54eb8a82243798519faa6c60e3f1c2a9cfad3caa9e59fb1afb6c

Observation d64709a5-d82a-46d6-a9f8-03816a8506e0 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T00:55:17.798246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b4c7aa0b-2536-4ebf-99cc-6cdab31206a3 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-08-07T00:55:17.771979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 76ac734e-a62f-4d8a-9c73-0a7f0e3c1ab8 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-07T00:55:16.687420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.687420Z digest=sha256:3eb302ea9ce471cd9531c2369b2d32f7e597b59b9670af9648e24b070eca26db

Observation c6ff6380-9162-4315-a3a7-96d6007fce09 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.691485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d66a65ad-f6c1-454f-bbc9-a3794e2cc6c7 · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research RT-1: Robotics Transformer for Real-World Control at Scale

Reference 15

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unresolved
no resolver link, observed 2026-08-07T00:55:16.695497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.695497Z digest=sha256:fcb429663e496323951097558ad3236127a099f1861f614fc25bb721e698d57a

Observation 64d51624-aa91-47c4-a2c0-e3c7bdec48e1 · outbound

This paper cites Scaling Laws in Scientific Discovery with AI and Robot Scientists.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Scaling Laws in Scientific Discovery with AI and Robot Scientists

Reference 16

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unresolved
no resolver link, observed 2026-08-07T00:55:16.700371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.700371Z digest=sha256:49254fed6f25e225382cb3fa46b5b0c2452a86392202b2a1a437e60e576c08ca

Observation ef33b502-2e04-4663-a1d0-e56c3f690453 · outbound

This paper cites Galactica: A Large Language Model for Science.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Galactica: A Large Language Model for Science

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.704567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 14e7fe0b-0e02-46e7-9049-5bf4f5e2cbd8 · outbound

This paper cites Jumper, R.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Jumper, R

Reference 18

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unresolved
no resolver link, observed 2026-08-07T00:55:16.708862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.708862Z digest=sha256:a3ac88ae9106b728d115238402e4aa83458bc9b8e5f77f1210eeeedd30a1d1e4

Observation 7be2fce8-dcf4-4d97-b9e0-a09f4af6b40c · outbound

This paper cites Varadi, S.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Varadi, S

Reference 19

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no resolver link, observed 2026-08-07T00:55:16.712833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.712833Z digest=sha256:631742558a64ae301acd1434920adb2aa79a6c431652d6bd71d19a80f3ad0347

Observation 86d39e19-0d94-4c40-812f-a31a0de45290 · outbound

This paper cites Hatakeyama-Sato, N.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Hatakeyama-Sato, N

Reference 20

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no resolver link, observed 2026-08-07T00:55:16.716909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3eeea288-cb8a-408d-981e-3359ee680e4a · outbound

This paper cites Ramprasad, R.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Ramprasad, R

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.720691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.720691Z digest=sha256:a67b77c27492ed43e9cbf2b6ee9c841fe4ab128ec4cb555fe159fda585b3f71f

Observation 5f4bc070-e6f7-4ad3-b90f-d4427d1d530e · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 22

Resolution
verified exact
doi, observed 2026-08-07T00:55:17.727029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 0539be52-6557-4c55-9105-c4d59e285bc2 · outbound

This paper cites Emergent autonomous scientific research capabilities of large language models.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Emergent autonomous scientific research capabilities of large language models

Reference 23

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no resolver link, observed 2026-08-07T00:55:16.728251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a36cb465-3dda-483c-ac72-4557951fb09c · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 24

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.732719Z digest=sha256:15b78d917b51445f3440c1a015945ae2475842a92c785a28fb62dabb7b9f3c72

Observation 45f53ac3-9da7-4878-a6bd-46957b612a21 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 25

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unresolved
no resolver link, observed 2026-08-07T00:55:16.736811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.736811Z digest=sha256:e7c8b321f59d36fd4aa71e368d0b7f4d315a5a663bf8e6792c11bec90ffd1e6d

Observation fe55dd24-e373-4269-be83-2c3e8867811a · outbound

This paper cites frugal twin.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research frugal twin

Reference 26

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unresolved
no resolver link, observed 2026-08-07T00:55:16.744637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.744637Z digest=sha256:9a6e2f810cb5e0289037f6ee28bc9f8c1d5490635880c8d47922e09536fa2ee4

Observation 7ab3546f-7d33-4909-a8ba-ec193a4585fd · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-07T00:55:16.740617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.740617Z digest=sha256:e4ac4ce9062ef8b738e3b4fe60c629af0c1cda859b4a1d35a12edc81adb654b1

Observation 44f66f11-332e-4d50-8839-97778a971cc1 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 28

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.753200Z digest=sha256:f5ab5acea05d521426f7fcded12cba74b123a137bf0c9de89e60424068c21763

Observation 9b8f9f62-2d59-4be3-a42c-80651a863758 · outbound

This paper cites Schneider.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Schneider

Reference 29

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unresolved
no resolver link, observed 2026-08-07T00:55:16.748680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.748680Z digest=sha256:b2a117f643806dd9ce8c0022d59752647be8cf9775b42fb2362f62706755b868

Observation 2cd79cf8-14b0-4284-8278-95839ca4bd1d · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 30

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unresolved
no resolver link, observed 2026-08-07T00:55:16.761457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.761457Z digest=sha256:61944d79edb780c9437e80d87a396e2d6f7c992a5b2d465354979c0a3255df18

Observation 0d8405ef-5667-4b4f-beaf-a7ab64a6b0c0 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 31

Resolution
verified exact
doi, observed 2026-08-07T00:55:17.671587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation dfe2f9ac-a30c-43d9-98ed-c6385c1d9a09 · outbound

This paper cites Akiyama, H.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Akiyama, H

Reference 32

Resolution
verified exact
doi, observed 2026-08-07T00:55:17.636477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:55:16.771098Z digest=sha256:b9927fa81f888536581b610ea8de5a31469c033e4f4cbcdffa46a65a6a23297d

Observation 60514612-ea10-41ba-8d08-656dc5ffe227 · outbound

This paper cites Burger, P.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Burger, P

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.765752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.765752Z digest=sha256:2ac5d7d739c2e971490abbc3256cfdd34884aac82df049bcf08817d8d5aaa6c7

Observation 2f069c8b-de18-4c28-a3c7-71c6c03f37b4 · outbound

This paper cites Matsuda, K.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Matsuda, K

Reference 34

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unresolved
no resolver link, observed 2026-08-07T00:55:16.779567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.779567Z digest=sha256:505dc36e5f7f68894830a379a6eb2c1a137349857ee2e8e537cc59e1348bb7f3

Observation 3c97fe23-112d-4664-93d0-b029718259dd · outbound

This paper cites Shimizu, S.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Shimizu, S

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:16.775377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.775377Z digest=sha256:c8f2f156bdb349a691c3b3e3a78229dd4dc94c2b8465ce117a14773c5d367298

Observation f85eae63-0dd3-4bdf-8d83-74d609253cb7 · outbound

This paper cites Terada, Y.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Terada, Y

Reference 36

Resolution
verified exact
doi, observed 2026-08-07T00:55:17.587801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d1c960ca-0e5e-4248-818e-8c58e8d991f3 · outbound

This paper cites Nishio, A.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Nishio, A

Reference 37

Resolution
verified exact
doi, observed 2026-08-07T00:55:17.602625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:55:16.783821Z digest=sha256:897f38c588f1a94d275ae4cb9ed97cb14e11b3a75880ce943fca895d155ee8a5

Observation 78167a11-ab6b-4859-bf32-cbf3092bfc59 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 38

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verified exact
doi, observed 2026-08-07T00:55:17.573420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 0274accc-8f39-4173-87a2-7e20a32e96ad · outbound

This paper cites Holland, J.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Holland, J

Reference 39

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unresolved
no resolver link, observed 2026-08-07T00:55:16.793022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.793022Z digest=sha256:af3ce75c26a9c0a565b6549a3eed1fd13146e3071a2eff0b7ded401336347b11

Observation d5fc2619-59ec-4c52-a23a-82da232a60b8 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 40

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unresolved
no resolver link, observed 2026-08-07T00:55:16.807560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.807560Z digest=sha256:bd6b559e66d5846509e523666ce4c351c18fb223ad48c4a7f73507a6831d7122

Observation 4369bf08-cf7e-40d0-8605-cb03ead77f09 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 41

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unresolved
no resolver link, observed 2026-08-07T00:55:16.802960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.802960Z digest=sha256:363f3aa84bcdb2de39a8b60b0c8f2c977e82f865100da8895b81967a02fd5e41

Observation 02f68308-6452-4ab2-bcdd-d39ca1b836a2 · outbound

This paper cites Sasamata, D.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Sasamata, D

Reference 42

Resolution
verified exact
doi, observed 2026-08-07T00:55:17.523772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:55:16.816036Z digest=sha256:bdffe16fe905334b5f1134adf01e8fadf86e5e1c38752372ce81f5eac1134334

Observation a0e93855-ba7d-4bbd-978a-804bc59409dd · outbound

This paper cites Yachie, K.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Yachie, K

Reference 43

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source=pdf_text observed=2026-08-07T00:55:16.811753Z digest=sha256:570e0a733e1ad2c6c8557f9da73ce3ac7ab7504cb7459fac003d168a5f31cf25

Observation 94132ef5-55b7-4687-99f5-dbd64c807712 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-07T00:55:16.824112Z digest=sha256:af6aab470339ad223b225fc8250277065d3e29cb701e2dd20b22231eef7f89e6

Observation d896fd51-2a92-476f-8a16-54c202e402f2 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-07T00:55:16.820160Z digest=sha256:ec0a247f04dd44278e4d5229ac8f5265d52beadc8c51670ce5db8ec27646dbc0

Observation c58e7118-0cbc-4a8c-889a-9147e1a7b2ea · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-07T00:55:16.832046Z digest=sha256:47ae5e29a318769e817bf522c238ca8a167cb22296ff09dec82c1d4c987c30f5

Observation 46fdda21-be6e-4ba5-bfd5-09d8c3ceffb1 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-07T00:55:16.828012Z digest=sha256:60c8034694611d9eb477dac4f1a2b03072432547e9aa1da819b9c4ae7cabffb7

Observation 443d1fae-e65c-4f4d-8f31-b12627b44e62 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-07T00:55:16.840637Z digest=sha256:54acc6c9f35dfb70c1184567457e993a6488fa39180e38d94f9555fc41660342

Observation 38670bc2-462d-4280-83b7-570f529c3ac1 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 49

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:55:16.836315Z digest=sha256:1df2f0add4e29a604e7acb2554ae537c14a028aad3e31b2f05d1fd683dd6069c

Observation 17482a85-ac42-4642-a97e-162bf4d41517 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 50

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.849293Z digest=sha256:39cad74a392ce93b2043313ba36812f26bdd7c6b1dc4b5fc77bff0c36a21b310

Observation d83bc450-9640-4cc2-9e08-b91ee33620b1 · outbound

This paper cites Automating Care by Self-maintainability for Full Laboratory Automation.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Automating Care by Self-maintainability for Full Laboratory Automation

Reference 52

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source=pdf_text observed=2026-08-07T00:55:16.857670Z digest=sha256:92a6577ae9b9fc6d85f5a608841fec7f1da8c9fd153f4201927eccf85dbc930d

Observation 02d5eeb5-9169-4907-9909-ac27453344f5 · outbound

This paper cites AgentReview: Exploring Peer Review Dynamics with LLM Agents.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research AgentReview: Exploring Peer Review Dynamics with LLM Agents

Reference 54

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.865991Z digest=sha256:04a470fa0c81f1f59ae9ee099c892c441a1206bdc3fa52965e26785e51bff57b

Observation 70b1b015-f5d5-4b5d-a5de-f542cd5cd99b · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-07T00:55:16.861596Z digest=sha256:f68e88a2252d532b9cdef2e463bcd07b9e409fee45cf6549b8f5789bbab3928d

Observation ecd16814-e8ad-4bd5-bcca-e83b14e5ab43 · outbound

This paper cites ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning

Reference 56

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no resolver link, observed 2026-08-07T00:55:16.876391Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.876391Z digest=sha256:71dcd01fc51ae50ae3fd1651557cf0db38de76f89a95659c48c191bdb1b522d1

Observation a66cb3ab-2674-4dd3-99ff-43fee1d1bf4f · outbound

This paper cites Large Language Models for Code Generation: The Practitioners Perspective.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Large Language Models for Code Generation: The Practitioners Perspective

Reference 57

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.871200Z digest=sha256:9e6f3dc7ded3c46ca1cd2a935f08cc44bd3f94d5366a76df7530958e0844150e

Observation 49e15dc5-53a4-4a50-a75c-23ae3ecf3da4 · outbound

This paper cites DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents

Reference 58

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source=pdf_text observed=2026-08-07T00:55:16.886230Z digest=sha256:11d0b2d08c13df46ed5a281635f8c7bb2193d664af8f6268ef8f2aa5a2414189

Observation 0b835d3e-c055-4cc5-a265-10a43a846660 · outbound

This paper cites ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

Reference 59

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source=pdf_text observed=2026-08-07T00:55:16.881460Z digest=sha256:82454722747aeb18189ba911c1e3464cad277c93ad337205c18344b29c418064

Observation 6bcc6d20-9618-4f0b-87cf-b406f5a86889 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-07T00:55:16.894777Z digest=sha256:1a44afeaaca20e093753477894ea28bac7bf71365ccedb07eff8741c9b24eefb

Observation 5275622f-bca8-4169-8526-69c798093a88 · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 61

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source=pdf_text observed=2026-08-07T00:55:16.890485Z digest=sha256:e25aecc571191f1f81cc03e78ee0380bb9cbe6e096db722591db2be6bf860e4c

Observation 9240ddd9-22e9-456f-af9c-378e3fe489c8 · outbound

This paper cites MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Reference 62

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.903112Z digest=sha256:4e0b203b67c53e673af06b5de99652072cb57534bff87b81828e151f4a1898b3

Observation 1333024c-de16-4666-82d9-44d41a199367 · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 63

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source=pdf_text observed=2026-08-07T00:55:16.898887Z digest=sha256:2b062e7c9a6acd0b0a7880bd361b40d5f3a5ec1c4c343fd9ef08d76243b0c9ed

Observation ce5b0dfc-ea28-49d2-a8d6-e36d1a09ce88 · outbound

This paper cites Titans: Learning to Memorize at Test Time.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Titans: Learning to Memorize at Test Time

Reference 64

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.911666Z digest=sha256:22e1221b8f28d9e30df935fa6369f13e2ab5cf06be7cfcbce489c0bec510595e

Observation 8f10f975-1ceb-4e3e-933b-13c7dbda038d · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-07T00:55:16.907498Z digest=sha256:3d13c3b39c0b4350f758c9aae21e64dcb1f448bbf7650817b58187f699969246

Observation 05ca1cf6-4110-40f3-8dda-be9d98c3939d · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-07T00:55:16.920040Z digest=sha256:672b4f1a895f01d677290235f39a7a962df4715bf0fd06befdc2984ab3b00cb8

Observation d19ce7ff-78f7-4499-a744-97b24e55e2e4 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 67

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.916111Z digest=sha256:6a85a50c29b963bf809205a9d1320aee626d113e2c477d6545bf4916e768f62e

Observation 5b8cac3c-1757-41fe-92ee-44ad9b2ec53a · outbound

This paper cites Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws

Reference 68

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source=pdf_text observed=2026-08-07T00:55:16.928046Z digest=sha256:1146d19b79f3acb144abe63a609b23e990ede813b556ed7bc9649109f363d193

Observation 8b8b6525-578f-4c2e-8674-862bc9c38aca · outbound

This paper cites Scaling Laws for Neural Language Models.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Scaling Laws for Neural Language Models

Reference 69

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.924082Z digest=sha256:7961801e88eee5590ac2f270e596d6920dcd76958518fef3fcd34f6a54a60595

Observation 2301ce35-58b5-40a6-b9bc-49c4f32b92a2 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 70

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:55:16.936603Z digest=sha256:3e010f8f6a3efac3d7dec12dedfa9b456e11341922c27f2c9b25950c8cb34957

Observation 64a0f38b-f4e4-4ca8-922c-509fb9a53d68 · outbound

This paper cites Teaching Specific Scientific Knowledge into Large Language Models through Additional Training.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Teaching Specific Scientific Knowledge into Large Language Models through Additional Training

Reference 71

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.932326Z digest=sha256:4228eaa88ad3114d6f4b7ac7956ec0a93f98898d99bfd9bc4960c99d621f3ef9

Observation 588a7e5c-9489-4e4b-a989-25bf3207ac72 · outbound

This paper cites LLM-Feynman: Leveraging Large Language Models for Universal Scientific Formula and Theory Discovery.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research LLM-Feynman: Leveraging Large Language Models for Universal Scientific Formula and Theory Discovery

Reference 72

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.944703Z digest=sha256:92d70cd8ce6afda245c400b53183add610a009c57760cc2897b6c9b6f9985e79

Observation 8ffd389f-a354-4a4a-b952-5a4d0ca22eac · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 73

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.940754Z digest=sha256:cbf94f3a76b5eac19a9d8c80098a492f0958bfec4605da7f4918b2a686660f0b

Observation f2088a70-a60d-4254-a2f5-75c95830e17b · outbound

This paper cites Eppel, H.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Eppel, H

Reference 74

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verified exact
doi, observed 2026-08-07T00:55:17.393340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:55:16.953616Z digest=sha256:14769ad6cbe91784bfef692c309399a51ba4968fff5fc1f24d6be09ccecf5e70

Observation 8718a85e-3b70-4691-be26-4e349ee388b7 · outbound

This paper cites Cheng, S.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Cheng, S

Reference 75

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no resolver link, observed 2026-08-07T00:55:16.949814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.949814Z digest=sha256:8a74299044bee31c2b9e90a9910e90b00c687bc012cadbccf48b89a30b01deef

Observation 3d8cef95-8972-41fe-8832-bc9b39138b60 · outbound

This paper cites X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing

Reference 76

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.962305Z digest=sha256:7038446ea57f5821f84f24505636afde38374e45fe4519bdd8a9baac4eaf173a

Observation 2f978733-f1a9-4bb3-b5ee-19b55b9fdd5d · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 77

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verified exact
doi, observed 2026-08-07T00:55:17.378762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:55:16.957717Z digest=sha256:70cf5f85053b34bd65e4f0e92aef5c5f1896fbe95ae245842130691fe8d28d71

Observation 770dea1f-2e0e-419a-a05d-9c4d4f9617df · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 78

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unresolved
no resolver link, observed 2026-08-07T00:55:16.971744Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.971744Z digest=sha256:422c2b8bc5f230f6abad63ff2eade36911be64f45670737f1220dd85184d924b

Observation 7b38c06a-d66e-4d5c-978b-7731f4518dea · outbound

This paper cites LLM A*: Human in the Loop Large Language Models Enabled A* Search for Robotics.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research LLM A*: Human in the Loop Large Language Models Enabled A* Search for Robotics

Reference 79

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no resolver link, observed 2026-08-07T00:55:16.967108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.967108Z digest=sha256:87b0d30aa36ac45ebed6e2229a6562d894051ac0c4df8002b18d97c780483439

Observation 23e09a32-acca-4d08-8a51-15c09a140c70 · outbound

This paper cites A Review of Nine Physics Engines for Reinforcement Learning Research.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research A Review of Nine Physics Engines for Reinforcement Learning Research

Reference 80

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no resolver link, observed 2026-08-07T00:55:16.987192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.987192Z digest=sha256:72cf5d1c80ff0dbe4f5fe0bd2aca2396722d7f0bde8ccacfe2969b90ddd65509

Observation 72abf124-01bb-4724-94aa-2541866f1917 · outbound

This paper cites Learning Robotic Powder Weighing from Simulation for Laboratory Automation.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Learning Robotic Powder Weighing from Simulation for Laboratory Automation

Reference 81

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no resolver link, observed 2026-08-07T00:55:16.976456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.976456Z digest=sha256:697910e5cc7be03345c82e8548864b09b5e11fb2c329393b6f4c08b71dff941a

Observation 0a8d5d07-367f-4152-b84c-13f1c53c95e7 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 82

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no resolver link, observed 2026-08-07T00:55:16.996276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.996276Z digest=sha256:00f0a73fd605101649960df0134be632db03ad21098cfc9782a8e4f6435ab331

Observation 4d51a2ba-e790-4222-a9af-b695382d504e · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Cosmos World Foundation Model Platform for Physical AI

Reference 83

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.991821Z digest=sha256:45e34830f3f5afc322461ece189b9053d267e8952310e13ed370aedd675cd740

Observation 14d8b05b-1b8c-4c1f-b79a-d45ce91947fe · outbound

This paper cites Hatakeyama-Sato, K.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Hatakeyama-Sato, K

Reference 84

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Source-reported events for the cited work

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Observation 5b4ca20e-b83a-456e-8c09-66b324e791a4 · outbound

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Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 85

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Observation c438bc18-ce78-4ad9-b9c3-820b9979621c · outbound

This paper cites Foundation Models in Robotics: Applications, Challenges, and the Future.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Foundation Models in Robotics: Applications, Challenges, and the Future

Reference 86

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Observation 0e4c38d2-27ee-461f-a963-381993d38449 · outbound

This paper cites RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation

Reference 87

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Observation 133df37f-1da7-4a14-8587-0b0219ea0ed7 · outbound

This paper cites Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes

Reference 88

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Observation c8c3ab61-ef5e-423e-ba49-d031e6a37b13 · outbound

This paper cites A Generalist Agent.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research A Generalist Agent

Reference 89

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Observation f134df7b-c31c-4e19-98f4-d542d05c89a5 · outbound

This paper cites Trinity: A Modular Humanoid Robot AI System.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Trinity: A Modular Humanoid Robot AI System

Reference 90

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Observation a36a1317-5501-4568-bb1b-f182466d863a · outbound

This paper cites ALOHA Unleashed: A Simple Recipe for Robot Dexterity.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research ALOHA Unleashed: A Simple Recipe for Robot Dexterity

Reference 91

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Observation d01bfd82-a3fe-4acc-877c-ff7055f9cf4d · outbound

This paper cites Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 92

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Observation 40496c0b-ed8b-4166-a40b-49daef985af2 · outbound

This paper cites ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization

Reference 93

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Observation f56a3c61-5037-47d2-8f6d-a7a13751d9d1 · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 94

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Observation 204e195c-4efb-4904-811c-cfc19030d450 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 95

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Observation 6d524cb9-0361-44c8-b4a1-76f79e432f04 · outbound

This paper cites an unresolved cited work.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 96

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Observation e8652f89-ef87-40b5-863f-d1326a711ab6 · outbound

This paper cites Sochacki, X.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Sochacki, X

Reference 97

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Observation 5ed6d386-4917-4b7a-8cd4-27a3ee9cdc41 · outbound

This paper cites From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network

Reference 98

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Observation e2ab299d-9112-4f74-b56e-6dad05d214d6 · outbound

This paper cites Improved Instruction Ordering in Recipe-Grounded Conversation.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Improved Instruction Ordering in Recipe-Grounded Conversation

Reference 99

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Observation ea1fcc8b-7560-436c-a4e6-43981a8668c1 · outbound

This paper cites Hatakeyama-Sato, H.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Hatakeyama-Sato, H

Reference 100

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Observation f7ad62cc-2cef-4822-81b9-d232a190337d · outbound

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Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research HD-EPIC: A Highly-Detailed Egocentric Video Dataset

Reference 101

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Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Kanazawa, K

Reference 102

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Observation bc21b13c-30ec-475f-8214-5c86c876e424 · outbound

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Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Sochacki, A

Reference 103

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Observation 4704dde2-fb85-42fa-8988-251682ca3758 · outbound

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Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Unresolved cited work

Reference 104

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Pith citing papers

Observation 933e75d1-c06a-4a43-a9e9-70b4b6508972 · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research

Reference 283

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