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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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
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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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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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Unavailable: canonical work link unavailable.

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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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Unavailable: canonical work link unavailable.

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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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no resolver link, observed 2026-08-06T04:35:44.985360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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

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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

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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

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

Reference 19

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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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Observation 908b918f-d9e8-43aa-90cc-422fb40fe6bc · outbound

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

Reference 34

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

Reference 38

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Observation e4928010-14db-4a74-936d-d3982627c4d4 · outbound

This paper cites an unresolved cited work.

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

Reference 39

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Observation 56cb73d4-922d-4fa0-972f-3459e1474771 · outbound

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

Reference 40

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Observation b1426134-a6b9-40d5-81a9-755b1d564fdd · outbound

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

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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

Resolution
unresolved
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=sha256:19861cbea4385449c32a73c1a5b865531885ebb026b33ab765fe79b266233313

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=sha256:0917c126a22439359fec510275658a8925bb35edabff5b286ec8df3042d70442

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=sha256:1012c108e2552f84ea9f0a9b942238e015aff035001d1267416362fbbea1b987

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=sha256:3a12b10daf24638104a3f14a6174b7e3fbd49fbb42455492bfa4c67a11ed6b19

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:a3a7cfa1becfc027be1b8ea3511bda188146b853d4bd46c11fa5fb2cbae50c44

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:c2fe712ad90aafd3cf7ddc596255e81322ea06997a132a21400d72ba03347c7c

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=sha256:3f407b63075c8307371e854f72ec2bb233a04c5e92a1990d59a86abe8212ef1b

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=sha256:84b24607e57c934f03954527af826c79e7d0528249fb19342e7ed9f8534b9dfd

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:f567a3825ee92858692d48d2cec25b84275b29133a174cda97e15a313392cd2a

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:a3542e7c6654e8dcab9cbee1368a0ce54fda13090cad04edbd18b069a0f9ff2d

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:d7ee6b84ba3eb723b0c795671d2f1a43a174ccc22e8e1b314a0b873dd79d1bc1

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:ef6c386fe9719756805b63fbfdd74da3f59aee33f28c2a43bc654933ef9179fc

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=sha256:870941fa9f24604dcc56def68bae552a610ccf6f08ef88f68e89aacb70ca6a08

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:f99c9184abd2eddc748b25efdeb7678d5e72cb231390275a295c58350b307b04

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:f8138b9b6b60d2a83255600a42a86ce0ac7308a0adf179652663ea3c29189aee

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=sha256:0ed3822a09a352d103a92275a03d5a2845c23c8ad5e57ce027c46f16b833742b

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=sha256:02b9826fd22bdae4a5da2c9609097e6f45520670e8d499db3ddae8b5316f670f

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:d2d6ddbfd035468f18a3882cc6f3fd0c80324766e69344f9207a42bfd797e69b

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:bd77ed2f2ffcf1c08bacd134eea1a549d646ace6f1f4966d12df38b380f3db4c

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:b5f8f58f72c7587ec357582ed9ba5ba2dfe851e7949215e28c7c0681a803820d

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=sha256:83853aba1950c6c28d41b6b99a065025994d9b93158a58ad1af410f2aee96476

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=sha256:973d9910581e51ca1b294150e0a895b8b6e07e2802897a53fb86eca42e957319

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=sha256:9e10ca34f3d15a8bf88934fd03e1a82bf2a34350847cae6f95c89b917fb117e5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:50.947968Z digest=sha256:f1616db729d10b2151706f1545f7e02a085a81186a510baccabcca3877bd1c01

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:51.090653Z digest=sha256:f9e97a0748a57eb8fb8ed6eac1016244a410b2fbe159c746417b85e5c780249e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:51.221949Z digest=sha256:aa91acf2edd702706ab03ef3574e72d2d4fef21e5d83315fe2771f74bf288222

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:51.392041Z digest=sha256:ee881c0bcf65c597daf9cfbc515f87089bab74f4642a2b163c46dc0a4d328696

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:51.613666Z digest=sha256:3853728201b1f021c80721d5a951ccc7e748463e9396ebfaa75e0eb4a1ee9ead

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:51.747057Z digest=sha256:115a7ee0fa9f5e490ad41262b42b8188e5654f3bbae813aaf37f22b1d7bd7ade

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:51.933047Z digest=sha256:fb5791d4057c2ad94a68cb0650cd12629a4469dc55f54195819aacb4d8176a99

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:52.079037Z digest=sha256:20f05a631ad1a9c6e8f876dc266a94f781f7793ebe0226e7a222fbe5e10cdc21

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:52.267716Z digest=sha256:8e25a997c7ed2ee5d27d4e948842655ebffd8f44556a5a9a497b320e163c41e6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:52.427772Z digest=sha256:9d52e04e71b65011903ebdd83d8481d350a8c8912075e25cbc3e22c0a9bb69e1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:52.558038Z digest=sha256:c0d83d9d7ba9046fa660150b4fc8af884eb5489ae0e519fd05e4b58e98b0143e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:52.688443Z digest=sha256:9a3f6dad13969604a330ca3f25308eea347d756ae3d64a292a8e1a4318e40786

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:52.859454Z digest=sha256:9219f67e3f359d6d10886331d593e6f42ba832d0043da4212f4eb63a0c7672b8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:53.020898Z digest=sha256:596012dfc3be8b7b7b36bfd93ea2590940d87712c1ff1d75c20c5d5d134eeafb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:53.163380Z digest=sha256:d3722334df8fcb2eac64e2127b0268e1f194859de1ed4335d690f4be1136eabe

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:53.281643Z digest=sha256:9de42831a53b2efdd53fbf2d42aed19d4db4ce602945cd1598d4e68d0a669e5f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:53.418817Z digest=sha256:4deaa62710b14a5149900011a5808a5e7d0a842d2d20539d8be7012ecefe492d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:53.571875Z digest=sha256:d14bbe72d7ff9c1dc62b069f24d6f0c648ffe145e05ba42b9598426267839f5f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:53.680065Z digest=sha256:f1c3fd9577c923fd81c7a35d1e1bbb6aeab8aff2fff34c95692f47c1ad3eaaf9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:53.751085Z digest=sha256:b0b49bd8c65496497e41a6b377b403bbef6c49ed7ff93ac0ff39b80be76ffdd9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:53.884775Z digest=sha256:b7a3ee60f11ac0d619b1dacd88f0115f39389f08ac8f5c0c227d031bc1673c72

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.019682Z digest=sha256:3df5322180747e5c9a1bbdcae3982f01281aef421c17b275bfe7bbd6ee55abae

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.124748Z digest=sha256:e42484d6215a23fef3b7be6a4c17c8b9aeb16ec52afbb9ec95ce78bc3ee461a1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.238958Z digest=sha256:2134127877f0edbad93d93f119673bf79e0c7cde58c08522d4fcb4c9af28b4c2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.343069Z digest=sha256:13a1b21c3732f599a83b7c692070ab8b22ec31c290c593c687d6cacc6bf0528a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.432340Z digest=sha256:c43a2e1ed71eeb0a8b644dd79f3c06c200d4473913357f621ceb209e655f2443

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.550188Z digest=sha256:f857170da21b1789c7cce95fe55fedc448435cd8c90a2f788e7ec74d000863cd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.623360Z digest=sha256:8f64cbf70a51de565fe855596d428de3e5f90be8c8eaa04c1027f95ac213ceae

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.730021Z digest=sha256:3c2ee539893bfa95aa7dc198e7fda1cfd0139fc211a32f9aa830a91d99dde2f7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.806858Z digest=sha256:64ef696e021845dd5af679abcd8cd4a50fd1d5b91a35173a063cc181e6d766ae

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:54.933368Z digest=sha256:3e67911e65bc14fdf043ed289c37fe8cce04147c5eaee9f39b912c18c431d57b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:55.005048Z digest=sha256:b945cd867a26e43ba657fb7c806c206abe0484045a41dd9fcaea16a7063a6406

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:55.111963Z digest=sha256:857d1f2e5ea6e90efce0e0865ecc5fccf969063db9d6ab9ea51beb2a9add4926

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:55.190464Z digest=sha256:9e723bd2b37df184c9d286e63bba075c65287c10b949738f60d3d463781cd0bb

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=sha256:6845673a59e3c8157040b910fec02cdb526a1f40863c3c38cfdeaa111ee0fc4b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:55.393621Z digest=sha256:8f7c68498e17e07c175b2433649ee9f218c81958ca0723d7d913823acf7eb4d3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:35:55.519135Z digest=sha256:cfee22c763da925c3a339ddce8c257335deeab1958e7f2398ddc9264c0ea1d17

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T23:16:47.814591Z digest=sha256:0f1702bac5066d3c78861ee40c6eb7c0da7ef13c929e931e97342519a175a193

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:f238799b449e83502528fdba2ab6ed30b36be8e9bcb01280c605ff5183bf600f