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Paper Citation Record · LEDGER

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research

As of 7 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 2026-08-07T06:34:17.273281+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.

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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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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.

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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=sha256:9e882769445f77f62f2cc4a571dfc3b9519ad6edd8ebbe75bc2bc8780167a7c7

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.652460Z digest=sha256:810b03bf06b50c3a9113265bb634d96f4dbea139b45641059f3314ea9ad248d3

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

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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=sha256:7f2d3ee595aa91396f5a8726aff2933a8e0978e0e462007cfdac093bfadd6783

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.

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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

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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=sha256:17e2711619cd292795cd1a94b64350c63e92ba1b9922db69c7213790891518ad

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 2026-08-07T06:34:17.273281+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

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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

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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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Source-reported events for the cited work

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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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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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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

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+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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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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.736811Z digest=sha256:86ce5d3886f8acd6694316967ed17f58b284fe1f600b0a2d0237c3fd1d9eee15

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:a84f8df65c58811a927ca760039d0322248abefee3fab5ad4b9d218c307be52e

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.740617Z digest=sha256:4fce3bfe8b17beccb3d6bf2ebf402cb01c8fee43de6f46ec27f71449cdcb8ef6

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.

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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
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Unavailable: canonical work link unavailable.

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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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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=sha256:6c496ed7758bd4378cd4888478b2fb089e5c7b6929bceca430f9b8028e4c3c07

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

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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

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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:b8080d79c320616cc2e7a09dbae9a4a988c4a66823e13d13d4dec950bcefca68

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=sha256:6cdd5983d63354a528fee700393f3bccaddab2f8427a1b041c8cc3fff678bf06

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

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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=sha256:9db23cc18081a57b69acc465610c3d9327e30f2659baa91407af428cbf399c46

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+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:e01d83d9698e79704fb25bcb15d7cab29ab9a1d0b47cca9990f1e310937f07f5

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=sha256:21d6a0273feceefcff8ddd0c1308c9a5bfcc36d3064a95d539ec44a36ade9b82

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=sha256:0036ff5d1e5a877fe06eb107bfb94d8ff77bd218ad0bbe046e094a50b9aaf855

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:55:16.816036Z digest=sha256:2626979e62fc569f93c1e4b93874d983a87cd71be80d48d8f2c955a4027e0c93

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=sha256:441f4e7a26e8eff80b71c0345e52a735a47f73f80f604bd50ea3b87fd4abb320

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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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:55:16.824112Z digest=sha256:a789cb1e07f2e43c22a990ac4ece45c9a8a2ad4cfdd6b5f2d1dae3716a90850f

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=sha256:2f0022320c9203481f24edc5d1368a96aff8e2d95793d79205f0dcad8af28b9a

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=sha256:99047ace819c543d4df5dc74a69d98841ec1073d99da1e88fad9b4239205e09a

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:debaab3c101571ff206bcdab946bd4d1b66b72873b9668ea668959e39e1ddbc0

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=sha256:52a84838445a2d7ca4e8775d5c20ebe71aed97dd2fdb3e696ad26e0c4cd9a640

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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verified exact
doi, observed 2026-08-07T00:55:17.474299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:55:16.836315Z digest=sha256:353a86121c713c7cf36994c1b3f729152055b21cecb102e54ba47b372744e6b9

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:b5779cf0c4331f40bddf0fab122e2d357c6f8ae40f20d2a512b08d08199c74f7

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=sha256:130747e01033f241ef4716a31b9212c4245a48d23ead443253f66998eef7f5a4

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:ba9af119da1314816a9b94cbd8a0fd42968d390682c2c49a50240d1bcf24c9a3

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-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.861596Z digest=sha256:6b28bc31309cb16df6bd43cc624199eb4af8785d9b8d040e197b4630d22199c5

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=sha256:5d986448929331f58ad1a4c935165047068ef2ea2a44fe6af56fb6b54713791c

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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no resolver link, observed 2026-08-07T00:55:16.871200Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.871200Z digest=sha256:70e03f20dcdbc05d6e827ea0888157b2223f3dc0c5ff437a727d37082f316322

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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no resolver link, observed 2026-08-07T00:55:16.886230Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.886230Z digest=sha256:ec34b42865657a2026caf62af56a48e63a23c2bcdfc529037da3e5673dbfb463

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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no resolver link, observed 2026-08-07T00:55:16.881460Z

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source=pdf_text observed=2026-08-07T00:55:16.881460Z digest=sha256:8881816817797031e31be82300f6a0ccb39a62758ebc3a9496e99ab3b76488fa

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=sha256:6bb102b8f7cf6eb739289ed5d0dfafe8794205989a9d3e6807348dfb8cec9d3a

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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no resolver link, observed 2026-08-07T00:55:16.890485Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.890485Z digest=sha256:eaaca1377817c2d99bfe88b0381afa50c943ced36383027b39c72865868675ad

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:f7de88d6726cc13fd1ada18c60fd4a95ab69b4eccf0332662915437ff41d7ad1

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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no resolver link, observed 2026-08-07T00:55:16.898887Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.898887Z digest=sha256:4b8d6cc881199dd897f14125a6f2fd031a40acd59fd42408e64a6e6178541ec0

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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no resolver link, observed 2026-08-07T00:55:16.911666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.911666Z digest=sha256:ac40d6f1d28ef537f9263d4dc4890f18b84205dd778a507a2f7ef6081885c2be

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.907498Z digest=sha256:320afb8ec81d1a9a51ed2e151a0404c0f38e7390e26bcd0f050ef2d4d2952846

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.920040Z digest=sha256:93e06f493fb008b8f33437b8d72751155bd67e3ed2f8c5faa343ee5949ac28ab

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=sha256:9f217b2c43596a16a7269e26b5edd7f753a5ef8a17a8f768fb26db8ef2de9fae

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-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.928046Z digest=sha256:6257b1bb05779b52b6fac9174aeeb11c76e73dcf91e6654e99d3962dbd385fe1

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.924082Z digest=sha256:12343a145acac756ec0a08f09ab93c96d2a4981fd6dc1a0f87d5df7897863d37

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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verified exact
doi, observed 2026-08-07T00:55:17.407610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:55:16.936603Z digest=sha256:f15e52d960347a3dcb9c781f1a096d9660a2fdc06b380eb4bd8b53073101ef7b

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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no resolver link, observed 2026-08-07T00:55:16.932326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.932326Z digest=sha256:b0d9de47f3d02aca63f5341002d95b4dcf7e97bdcb27a46afd698c37cd88ebe0

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.944703Z digest=sha256:792b54a544cbdafccc34f79a2f1ce2324055863944198f6de6a21e135280e5fa

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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no resolver link, observed 2026-08-07T00:55:16.940754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:16.940754Z digest=sha256:558c9861dc0d1f22563ff2417b2238bd8573b13cdf119af52ea4d53554795b1f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:55:16.953616Z digest=sha256:5e73eda9fcdf219cbabdc86fe532505938bed8677fd73217b237216f9912683a

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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unresolved
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:ea8d4311d12929ab02897cb7b1f14b44aafcf6e6717d12b5a63b95a7b4db7f49

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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unresolved
no resolver link, observed 2026-08-07T00:55:16.962305Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.962305Z digest=sha256:55abc914a445ef3fa19db5ab8b6c0894af23a62a6c5793e6d0a4cd1ad4c62a7d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:55:16.957717Z digest=sha256:937e028fcc1847f5982f718ff1d7e5b7c438d29367c00fe8463ae40e008ca1c4

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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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:b0b3005cb2e76ddda6731bd36745b9b649b6439a4301ff3b51fd1e96e52a3188

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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unresolved
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=sha256:19c55a8aceaa7f9f35958a4809bb3aef04170fefe879a5c6bf6b890d822bb812

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=sha256:2c9b701391952b2064b0f564b7c335053c046b70ec3d1dbfc33d8db2e99af5cc

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:ce88093c9da80cb3e0e774c0657d54aec287dce05ee16c52e147e60a2341fb77

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=sha256:013801d395b609853aa26aa15cf79d87990d7f994e461710a23607a5a3ef337a

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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no resolver link, observed 2026-08-07T00:55:16.991821Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:55:16.991821Z digest=sha256:fa30459d4c38da725020c25d405241ab20a7d0e6fb69d26bd7a814f54760d9a5

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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source=pdf_text observed=2026-08-07T00:55:17.009530Z digest=sha256:df0b626fff62881a8d8e631109d835bfc661221a0850633f020dba9a48e7132a

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

This paper cites an unresolved cited work.

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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source=pdf_text observed=2026-08-07T00:55:17.034873Z digest=sha256:e0a95b7079e37f9817df09d84d6e570d129ec53942795d016e31b5cf2ce08dbe

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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source=pdf_text observed=2026-08-07T00:55:17.026228Z digest=sha256:479a5e05e5644958d5172d153262df3cfd59ba0a651dce4d11e4ff62d0c02abb

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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source=pdf_text observed=2026-08-07T00:55:17.030697Z digest=sha256:8923f2ca09e415b0f99e5a914735c7310846f3c09f028dd4e3aab646adac3d7b

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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source=pdf_text observed=2026-08-07T00:55:17.060700Z digest=sha256:d1b35834080bd3d6272e7fe996969a520e109aab633c5b253a32cb56cd6cf922

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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source=pdf_text observed=2026-08-07T00:55:17.056299Z digest=sha256:defdaf1f4de58e938b75822ed8e835687f82de8ed061bfe6b46bc7a3f36c90d7

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

This paper cites HD-EPIC: A Highly-Detailed Egocentric Video Dataset.

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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Observation 7560fb19-e0e6-4cc3-a2a6-ef33be92f396 · outbound

This paper cites Kanazawa, K.

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

This paper cites Sochacki, A.

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

Reference 103

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source=pdf_text observed=2026-08-07T00:55:17.077484Z digest=sha256:60aa6e5ff13b3f52817c6bbb54df9ac4cfa20591a86a5eb8442d9e6382f31968

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

This paper cites an unresolved cited work.

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

Reference 104

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source=pdf_text observed=2026-08-07T00:55:17.081571Z digest=sha256:1c6c48c48c5ecfc91bd6aa1c81702652ed11d87226ff95098f53396c7b569c27

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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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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