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Paper Citation Record · LEDGER

Artificial Intelligence and Generative Models for Materials Discovery -- A Review

As of 7 August 2026, this Paper Citation Record lists 100 of 140 outbound references and 2 inbound Pith citation observations for arXiv:2508.03278.

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

pith.paper-citation-record.v1
2508.03278 v1

Coverage vector

measured 100 of 140 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:35:55.519135Z

measured 102 of 102 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:42:25.404783Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T23:18:39.739389Z

Reference resolution

100 of 140 outbound references displayed

  • verified exact3
  • verified fuzzy17
  • unresolved79
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a06d344-ac71-4cd6-adbb-d6ed23843b01 · outbound

This paper cites F AIR Principles.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review F AIR Principles

Reference 2

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parse uncertain
no resolver link, observed 2026-08-06T04:35:44.648648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f2f2863b-f1f1-4b42-a02e-378665ec6a3d · outbound

This paper cites Versailles Project on Advanced Materials and Standards (V AMAS).

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Versailles Project on Advanced Materials and Standards (V AMAS)

Reference 3

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Observation 81cd6dab-e93f-45da-a2eb-4b1c047b85c1 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 4

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Unavailable: canonical work link unavailable.

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Observation 51c2d3e9-14dd-4595-9499-7ae1cf84e846 · outbound

This paper cites L., Benabed, Y., Koziarski, M., and Schmidt, V.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review L., Benabed, Y., Koziarski, M., and Schmidt, V

Reference 5

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Observation d5f12728-94ca-4079-aea9-3359f6422d30 · outbound

This paper cites H., Al-Sharify, T.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review H., Al-Sharify, T

Reference 6

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Observation deb1534f-b403-487f-bbc9-124c6936d971 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:44.985360Z digest=sha256:f3110d2306d2871b97cc00ca6383ebbbeb1cc197fff96ed9ca0fa4a091669c5e

Observation f9a833a3-ade5-4709-b5d3-921af060cc6b · outbound

This paper cites Baird, S., Murdock, R., Sin-Hang Ho, E., Johnson, J., and D.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Baird, S., Murdock, R., Sin-Hang Ho, E., Johnson, J., and D

Reference 8

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Observation 262c8ff2-e6e2-4398-ad2f-0cacb3be06a2 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 9

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Observation 98096271-09de-4d49-9a76-35898bfad40d · outbound

This paper cites G., Jablonka, K.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review G., Jablonka, K

Reference 10

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Observation 4be6949b-057c-44b7-9b83-8b3169b1530e · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 11

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Observation 976bf542-ad6e-439b-8e93-f23fb32c4a2e · outbound

This paper cites G., Wood, T.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review G., Wood, T

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 55176b0d-24a4-4fbf-9af1-ffe6d520e3f4 · outbound

This paper cites J., Tiwari, M., and Bengio, E.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review J., Tiwari, M., and Bengio, E

Reference 13

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Observation 88580b33-d0b8-4d91-89fe-ee053553a031 · outbound

This paper cites D., Piracha, H.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review D., Piracha, H

Reference 14

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Observation d457ebab-f2cd-45e3-ac19-9cddf2bd3109 · outbound

This paper cites T., Choudhary, K., Csanyi, G., Ganose, A.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review T., Choudhary, K., Csanyi, G., Ganose, A

Reference 15

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Observation ed402819-842b-46c1-8099-76387d87d550 · outbound

This paper cites T., Davies, D.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review T., Davies, D

Reference 16

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Observation ebf69b4d-d4cc-4588-8ec3-7f52fd23cb94 · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 17

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Observation 9d35034d-671a-476a-a890-ab78f80ebb3a · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 18

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Observation 09cc10e5-082e-4a09-ac31-fa668221930e · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

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Observation 742ef37a-82f3-4a89-8cfc-9be03b8b6d85 · outbound

This paper cites and Wang, L.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review and Wang, L

Reference 20

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Observation 9e6f9822-877b-406f-9758-7cd1754e1686 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 21

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Observation f166765d-9847-4c77-a726-fbed738aa2af · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 22

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Observation f5d7e086-5f89-43fc-a5cc-43c6da7c52b7 · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 23

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Observation d3d7a8ad-a24d-474f-bc61-937a7c578993 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 24

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Observation cda7cbd2-5ca1-4b04-84a5-48aca6a5d171 · outbound

This paper cites R., and Liu, H.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review R., and Liu, H

Reference 25

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Observation b3a8c6be-00d4-4e68-9712-a1894fca92dc · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 26

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Observation f27ebb8d-66f0-40b5-a161-a197509e16b7 · outbound

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

Artificial Intelligence and Generative Models for Materials Discovery -- A Review R., Ramdas, A., Wu, Y., Rohr, B., Ermon, S., Dionne, J., Jornada, F

Reference 27

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Observation 749da204-36b0-45d0-8f85-de57d7a2ec9b · outbound

This paper cites W., Eyke, N.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review W., Eyke, N

Reference 28

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Observation 60a17867-3e52-4400-90ac-ac270945bd06 · outbound

This paper cites R., Gordon, G.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review R., Gordon, G

Reference 29

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Observation 7a763153-3685-412f-91fb-5d5426fa01cc · outbound

This paper cites R., Stevanovic, V., Wadia, C., Guha, S., and Buonassisi, T.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review R., Stevanovic, V., Wadia, C., Guha, S., and Buonassisi, T

Reference 30

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Observation c1f3ed0c-4217-46d7-b7f1-e1d9c412e0e0 · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review D., Simpson, T

Reference 31

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Observation a29903e1-f107-418a-b1c6-0e2f21847107 · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 32

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This paper cites L., Jahnatek, M., Chepulskii, R.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review L., Jahnatek, M., Chepulskii, R

Reference 33

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Observation 842101b9-6206-4beb-9934-90ff622665e6 · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

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Observation 88c348cd-a2b9-41ca-8686-7082cbf62170 · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 36

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review M., Chin-Cheong, K., Palumbo, E., and Vogt, J

Reference 37

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Observation 54dedc53-06dc-4175-b25a-2377f67221da · outbound

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review J., Jackson, N

Reference 38

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 39

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

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Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:47.456895Z digest=sha256:d4f2581faa5b5a11a368813456003dfff8afc4d37cd7d146059fad62eaa068d6

Observation f626589e-1094-48fd-8b27-a54bba7ffc5b · outbound

This paper cites W., Volk, A.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review W., Volk, A

Reference 42

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no resolver link, observed 2026-08-06T04:35:47.535316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:47.535316Z digest=sha256:efe82f5f7b3ea4dbf2bb074711b7c574b64809aecc54885f9844374729808f1b

Observation 432f8531-48ea-449d-8562-10905fc2acb5 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:47.602659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:47.602659Z digest=sha256:aea173e75a7b0cc2c5e7fd9cc9285a503d3397c34b78df6aa11c5e918a4bb2cd

Observation c1c7f921-8e42-4a4b-b2e8-f665c420969b · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:47.723414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:47.723414Z digest=sha256:787c9643f53877981cb40d9929b6f8db19a79b5a9e5486aaeb0a2b19ee16c4a1

Observation 847465b3-aa6b-4e92-96cb-4f220a6f68dc · outbound

This paper cites P., and Spadiut, O.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review P., and Spadiut, O

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:47.763968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:47.763968Z digest=sha256:0eb630436efca826a3bc1865f55aa8ef285eda142edb94a6255e31f36f605baf

Observation 560048b5-355e-4dc4-a6ff-5324b35d5707 · outbound

This paper cites N., Duvenaud, D., Hern´ andez-Lobato, J.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review N., Duvenaud, D., Hern´ andez-Lobato, J

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:47.907120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:47.907120Z digest=sha256:1e13f5405c61576391abb3a6f44331a47429bfb4d1aeb46346cda722e7c6f4e7

Observation f9c68d96-9124-414f-8b8f-0c9ec2d92b9d · outbound

This paper cites J., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., and Bengio, Y.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review J., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., and Bengio, Y

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:47.983404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:47.983404Z digest=sha256:b6b2d32e494d7dafdc041a33599dd538dd4a36448fe34c3282ee0a69ab572ac2

Observation 11f4d50a-4753-4be6-86d1-bd27ba5dab44 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:48.104023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:48.104023Z digest=sha256:225f910d44b8e0cb67568a899742ec922cb50bea4beb2a659ceb81977120418f

Observation a2d45b5c-770b-4fac-a46a-0581f28ebf65 · outbound

This paper cites K., Guo, Y., Chang, S.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review K., Guo, Y., Chang, S

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:48.182049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:48.182049Z digest=sha256:fdf8ccd1ace51c4c43e2fe5680a61d2458b4cb84a03f2b25faaef770b4047fb0

Observation 2de2942f-ab9f-4a22-9886-bbd3582f5f63 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:48.353047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:48.353047Z digest=sha256:7320ce4469aee7af844956ecb934aca309d2f5f8904a4caf84878866b65e9a70

Observation ed8be906-5aa0-470a-b991-b1f9a203855c · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:48.544216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:48.544216Z digest=sha256:648fb487b8bcf85917d862d8d27bd70210178e7f8c3f2ef085b2ffa6d71f2c11

Observation 81e17916-d00a-45f9-9d73-26919290afcf · outbound

This paper cites and Schmidhuber, J.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review and Schmidhuber, J

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:48.675681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:48.675681Z digest=sha256:33a01573bf7cfa4785f1a6447cb2b01b68d6ca25c6a2d11164f5d21f1defd524

Observation 857a1e1e-230a-4f5e-bfdd-a1963fa1c529 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:48.843973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:48.843973Z digest=sha256:614d0ad511c3c0879fd502ca1c1e27c0a146877819f918b268ed6febb5615187

Observation 6b46671c-c262-47d5-aef9-b26ad124f06c · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:48.979979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:48.979979Z digest=sha256:846610b6993fbf431357dfff60806fe86dccd912701df70df14c604bebaac2c2

Observation 678439ea-3f9d-4542-be69-4acdacdfc1c7 · outbound

This paper cites Y., Wang, H., and Ju, S.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Y., Wang, H., and Ju, S

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:49.118003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:49.118003Z digest=sha256:7a3c260590307d53642cf20d3c3b22f08b1596035d7e8f27608a5c7ba109dd70

Observation d0de65ce-f613-4477-bf1f-ac51a1d59c32 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:49.363945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:49.363945Z digest=sha256:d0dcdcaf3d2a574f264f9e90dd467e3f5c5be652b2e6fe265d805d0337362d12

Observation 768375fe-5e6b-460b-82f0-822a2d5b5c34 · outbound

This paper cites P., Hautier, G., Chen, W., Richards, W.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review P., Hautier, G., Chen, W., Richards, W

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:49.500255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:49.500255Z digest=sha256:5cfff17023ee5001c76c0dd233c9e0c274876862a55b05706b83e68e73a7a46e

Observation 0137bfc6-38d6-4413-ba1b-165d6c88263a · outbound

This paper cites P., Hautier, G., Chen, W., Richards, W.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review P., Hautier, G., Chen, W., Richards, W

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:49.639650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:49.639650Z digest=sha256:527573902dcd9a071162a286d3218b78f050162fb76e9b37e45c912ff379eb7c

Observation efef6293-fb66-44b5-8a54-faca0bcb6b66 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:49.840202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:49.840202Z digest=sha256:6c1690e26760cbbb975ba2d2dced855a3e952c7ebd281b7c7cdc4f023499b5d5

Observation 486d1344-6d6f-439b-b659-1dc2dd874076 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:50.052120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:50.052120Z digest=sha256:b7ecea1e15e1a50e562bcd787b04c0f9fb6f5ec9830cc4fe578ac8032170e973

Observation 5c1375c7-b2ba-4f14-af33-b1ac416c1ba0 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:50.237627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:50.237627Z digest=sha256:c3893e68649eaa96d0ec9292d5da61ade9a8acfacb0932ef79d0f86cd4371518

Observation 594538c6-97b6-4721-84dc-921d8c3c4cbc · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:50.451275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:50.451275Z digest=sha256:6bd483980c6127eb1637312097593132c66464108389daab22390c00fded2599

Observation 10d212f0-afb0-4aa0-850c-7627050264d9 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:50.625440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:50.625440Z digest=sha256:581e94ecdc245fa9a1b16ce418c2ea8381a5e6258fdbf87200f72a1a3f74ec5c

Observation 3d89e7fe-06d1-40b2-b278-26244c32b6b3 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:50.786693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:50.786693Z digest=sha256:409bbdf18e303c28a293d9e486b24c0a1604697b943c953c3b345a1d95cbe150

Observation a2137dd1-1ff9-422f-b731-c3ebf28e5474 · outbound

This paper cites E., Andersson, O.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review E., Andersson, O

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:13.478028Z

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=2026-08-06T04:35:50.947968Z digest=sha256:3cecd269ab54eeff54de7d845a9c68948b44a4cdf93068c0022e628dd299cd64

Observation c64326e6-70d1-4907-a1ff-b63156c74203 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:13.463925Z

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=2026-08-06T04:35:51.090653Z digest=sha256:797a65c555a515f3d34d4ea4e18603549c2a949fc67c086f28ddf1e7b8a9e8b6

Observation 9c21dc81-0afa-48b1-8411-fd4e7181102c · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:13.450291Z

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=2026-08-06T04:35:51.221949Z digest=sha256:2d35f58b1a9023f331156115b9a8b782e4802703e9f4609b2fb9eecf3c79d55b

Observation d12d0460-e8bb-46e6-9b33-401d75b6aa35 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:13.434802Z

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=2026-08-06T04:35:51.392041Z digest=sha256:e9f8b8cb6833fc46532ecd2292f8b724ad4f52e98a42194d8eedf27779296434

Observation 3c2662c8-b0ff-46d0-9732-33474aa7a86e · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:13.418693Z

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=2026-08-06T04:35:51.613666Z digest=sha256:0812cf11ff09f6519cc72b9e464bc3eefae7723e569cf1c4bded14a2d79c5667

Observation bcc011e9-a772-4dc1-92f9-825712f5e7fc · outbound

This paper cites J., and Brubaker, M.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review J., and Brubaker, M

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:13.404951Z

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=2026-08-06T04:35:51.747057Z digest=sha256:d524a62f425d6c09bd2d9aa38ea62d91437487a01506b922a352a0c14f36c75b

Observation 3fb7721e-c114-472e-9ebf-20e96786a296 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:13.388138Z

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=2026-08-06T04:35:51.933047Z digest=sha256:860c47e7fcae917a61ff670e3d81ad93b5c07bc1e7ae2d9026b377cbf56d6d53

Observation 8439b490-5973-47cc-9ccf-007684a8e5fc · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:13.373054Z

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=2026-08-06T04:35:52.079037Z digest=sha256:d5c3225676f7046998d24cb428e3277b9ed10c0035b328535bee21fa799b1b5b

Observation a1e37f04-3555-4ee7-b089-7c31db3242b7 · outbound

This paper cites S., Kaba, S.-O., Zhu, Q., Lee, K.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review S., Kaba, S.-O., Zhu, Q., Lee, K

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:13.312449Z

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=2026-08-06T04:35:52.267716Z digest=sha256:c920bf91cde86e4f6fc4972040495c374cba57b2e8198cabf280368e11ad9a8e

Observation 27113d5d-57a2-4e66-96ca-9164bffda692 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 74

Resolution
verified exact
doi, observed 2026-08-06T04:35:59.758289Z

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=2026-08-06T04:35:52.427772Z digest=sha256:9b2564b689909c575a05279882a58a0bc2824c62af40030cd416fa2d422d2e78

Observation 67f49a1f-3a1f-428c-9570-c03cda1da5b5 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:13.217514Z

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=2026-08-06T04:35:52.558038Z digest=sha256:610511715439a406d48a1ce3e6d0cc1b24e414bac5cf507f99f20dcbf21e784b

Observation f34d225d-622d-49eb-8a4b-4483db8602a5 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:12.971461Z

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=2026-08-06T04:35:52.688443Z digest=sha256:eefa5d732d8b8d9c8de0b34bc0b78cc0c8b2eef0bd4e42f2fb190e49e423c7ce

Observation 00464b5f-135f-44c9-8381-9dae11bec5f4 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:12.597833Z

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=2026-08-06T04:35:52.859454Z digest=sha256:fdc10818e51fdfbe722fbefbf51a1141aead8dd35312d07475c44c2cd403d8c2

Observation 7bf1fb2b-1cfe-4408-a05b-e824913bb9ed · outbound

This paper cites P., Parlane, F.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review P., Parlane, F

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:12.323059Z

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=2026-08-06T04:35:53.020898Z digest=sha256:c9f71e1549f933b4c2a837411c05c79378cec38654c389f5aabb02f467a3f97a

Observation 809a484e-5a7c-4d24-bd28-18a1e9d527da · outbound

This paper cites P., Parlane, F.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review P., Parlane, F

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:12.124440Z

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=2026-08-06T04:35:53.163380Z digest=sha256:ca7aea4fe10fdee47c5b2b14e61cd93ec3c67bbfa745d5428e39743ad772c400

Observation 00ff67a0-a2a7-49e7-8c1c-779184024831 · outbound

This paper cites H., I Made, R., Parkin, I.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review H., I Made, R., Parkin, I

Reference 80

Resolution
verified exact
doi, observed 2026-08-06T04:36:11.789070Z

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=2026-08-06T04:35:53.281643Z digest=sha256:e3839ba21a56aa98cca43feac50231220336b244fd04f278cfc6e3e27fa40aa9

Observation c604c7bf-5e56-4681-93b6-3f64e1ec7a37 · outbound

This paper cites S., Aykol, M., Cheon, G., and Cubuk, E.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review S., Aykol, M., Cheon, G., and Cubuk, E

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:11.481144Z

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=2026-08-06T04:35:53.418817Z digest=sha256:e73cb71877dbd3e351baf886611fee9256381ee93436933586017a9c6d7239eb

Observation d260c47d-e4a7-4ea7-9176-98dd8bf242d1 · outbound

This paper cites K., Chen, R.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review K., Chen, R

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:11.250049Z

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=2026-08-06T04:35:53.571875Z digest=sha256:c8ac56ff81fcca833734b6a5f2fe2446f40718de307ce2f5f38c582e94cced72

Observation a53472e5-2921-4afb-9892-1f42b7e0deaf · outbound

This paper cites M., Srikumar, V., and Sparks, T.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review M., Srikumar, V., and Sparks, T

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:11.092257Z

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=2026-08-06T04:35:53.680065Z digest=sha256:4b28f42a3e2219c6bec381cb2961aefe2b806f8398df30d244a4b1c5a114d7a8

Observation ca8a38ee-6d70-4db3-8ed3-83816570e5b6 · outbound

This paper cites and Tieleman, D.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review and Tieleman, D

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:10.959603Z

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=2026-08-06T04:35:53.751085Z digest=sha256:f12dd37038005c8109692f5560036150b180fd96365d3e0d24484b9676c7a276

Observation 4b5dbbd5-b378-459c-b7d7-e658841b0c28 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:10.752543Z

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=2026-08-06T04:35:53.884775Z digest=sha256:e92993460062d840a51e6c9bdda320d2e81f2d39aec5b250a32b218c0f0c1746

Observation ac1e7068-b667-4e0f-a007-9649c35aa4f4 · outbound

This paper cites P., Ortner, C., Cs´ anyi, G., and Ceriotti, M.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review P., Ortner, C., Cs´ anyi, G., and Ceriotti, M

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:10.639711Z

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=2026-08-06T04:35:54.019682Z digest=sha256:130a1f6e47849c3a0ab3cc6c6114a4f0d069f72e6ab0136d5d88a9b084ab13f9

Observation c55415b9-a395-4dd3-a2b2-1c7c55592672 · outbound

This paper cites S., Sanchez-Lengeling, B., Gregoire, J.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review S., Sanchez-Lengeling, B., Gregoire, J

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:10.440276Z

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=2026-08-06T04:35:54.124748Z digest=sha256:7fb2efd24e4d0e4aaa3ddb6d0646c84059e32ec396aa15d8b88bdbd7dd9940b9

Observation f691ab00-a8a4-4a16-aafb-9e522349483b · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:10.246983Z

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=2026-08-06T04:35:54.238958Z digest=sha256:11451dfa0819332e5156bd26ab149949511587b46da34380d92f75ab80685674

Observation d678ab4e-cc96-4bbf-b59a-d15072eaf78f · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:10.094315Z

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=2026-08-06T04:35:54.343069Z digest=sha256:962a3e4b7fba64a922f84182f7af005fdc469b661c210c988c8ad1dafe4fda55

Observation 6cb5c89c-fedc-469f-aea2-5ecaf1ce6b90 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:09.948968Z

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=2026-08-06T04:35:54.432340Z digest=sha256:943c66264430c24540006587f543ce7fbc72f1132212f8ac16e94a7353dc5dfb

Observation 355d032d-60b7-4c10-9d4c-ab6d087cb28c · outbound

This paper cites d., D´ ecatoire, R., and Mougeot, M.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review d., D´ ecatoire, R., and Mougeot, M

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:09.718277Z

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=2026-08-06T04:35:54.550188Z digest=sha256:8db23f0b93c1ab422c8ed1c3eae87416dc227e14a21fe99cd19e4615b84bc596

Observation e30638a0-c9b0-4932-a34e-e9461e7ed8f3 · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:09.569317Z

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=2026-08-06T04:35:54.623360Z digest=sha256:d8aab9098cf876f68c0c2385f2a3825197ff87a190927b222402087330110aaa

Observation 21400e70-3c8b-404f-8f42-e22e239e481e · outbound

This paper cites J., Mohamed, S., and Lakshminarayanan, B.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review J., Mohamed, S., and Lakshminarayanan, B

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:09.374530Z

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=2026-08-06T04:35:54.730021Z digest=sha256:1d8500d81b13c7a0a551ff5541ab04d25e4e1c79e71518a8bb9870894daae6e3

Observation 0b61a7da-0fa4-41fa-8ad6-fc2689942cb2 · outbound

This paper cites P., Mohamad Moosavi, S., and Kim, J.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review P., Mohamad Moosavi, S., and Kim, J

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:09.181430Z

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=2026-08-06T04:35:54.806858Z digest=sha256:38a0790aad885ab6d95b6c2b3a8cd1d502f3522113b6227b88ff784e8f86caa9

Observation 16f7124b-9c3b-4a4a-b2b8-f7f65308683b · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:08.987661Z

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=2026-08-06T04:35:54.933368Z digest=sha256:7d4c28d467fb1ac244a7cb335dee2f69ea9fbdd0e2aefd023cf88c4306e6f5b2

Observation b8fae7e0-cf06-4150-9ce3-410022f7de4a · outbound

This paper cites J., Wolverton, C., Hattrick-Simpers, J., and Mehta, A.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review J., Wolverton, C., Hattrick-Simpers, J., and Mehta, A

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:08.837364Z

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=2026-08-06T04:35:55.005048Z digest=sha256:d2791b820cd6ed9888c1337c44c836821a6df20aa92bd0b42bc06da6a4da895c

Observation 646255f5-b7f5-45a7-af67-b0147f6aef5b · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:08.618803Z

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=2026-08-06T04:35:55.111963Z digest=sha256:9e264eb256dd4cbeef5738f7d82b633c2922a960914dae8aaeb0feba5a0ecf0d

Observation 23d3737e-0123-4e72-8863-4dd826ccfeea · outbound

This paper cites and Zavadlav, J.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review and Zavadlav, J

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:08.444463Z

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=2026-08-06T04:35:55.190464Z digest=sha256:c3e9acc13b0e48b8147ccdbf8ace9637640a63eeca52705ede4a5626ce31e5d6

Observation 003a8a89-7fb8-4768-920a-2d543d78837f · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-06T04:35:55.326093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:55.326093Z digest=sha256:858d4a2eebd420c0511c94bf47de902860ec38a4fb089a4fc0ae8cf905310608

Observation a5cf81fb-75ee-460d-b766-d100f96a3f9a · outbound

This paper cites an unresolved cited work.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:36:08.275612Z

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=2026-08-06T04:35:55.393621Z digest=sha256:11891a8f3e063fcbb3f0e19439198429a065f5f30160a585981a3d80edd1c9e7

Observation 94e12882-2668-4676-875b-f7b6b9cc7d82 · outbound

This paper cites and Haber, E.

Artificial Intelligence and Generative Models for Materials Discovery -- A Review and Haber, E

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:36:08.056711Z

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=2026-08-06T04:35:55.519135Z digest=sha256:4d2c2cbc501f1cf3e122f59de2cf9605d2b4e9c950df5b894aa6e74a8bf8fc1b

Pith citing papers

Observation 168c4de1-b81e-496a-a8f1-45ca5d09596d · inbound

AI-Driven Expansion and Application of the Alexandria Database cites this paper.

AI-Driven Expansion and Application of the Alexandria Database Artificial Intelligence and Generative Models for Materials Discovery -- A Review

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:18:39.741256Z

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=2026-05-16T23:16:47.814591Z digest=sha256:4d5dc843c9ead0bf421a72779298d3ad1c6a330dc915ea9df16b33c9124b1083

Observation 66b86bf4-fb55-4f08-bb96-0882717f3d75 · inbound

Chemical filters for ultra-high-throughput materials screening and generation cites this paper.

Chemical filters for ultra-high-throughput materials screening and generation Artificial Intelligence and Generative Models for Materials Discovery -- A Review

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T16:42:25.404783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T16:42:25.404783Z digest=sha256:a46973a53c89a215307a689706e39322670bb41e2e9eb07bd24925c3a90f8f96