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Paper Citation Record · LEDGER

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

As of 21 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 2026-08-21T06:32:19.484+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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source=pdf_text observed=2026-08-06T04:35:44.706074Z digest=sha256:c444fa7a10ae00bf693f6e7f0d22021ae95060f02087c32a44fc366f9c71f7b8

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:35:44.985360Z digest=sha256:a04ef7ca3da1b6c473702093f04127a5c14fdafc698f8848db9d15e164c6496b

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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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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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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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Observation 7b864f6c-9ff6-46a4-bfc2-a1255d952566 · outbound

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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

This paper cites an unresolved cited work.

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

This paper cites J., Jackson, N.

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

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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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source=pdf_text observed=2026-08-06T04:35:47.456895Z digest=sha256:0d03d4e076d843c628e415bb880adbaaa81d46286b495ee6d9d3a4c5e4deab69

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

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source=pdf_text observed=2026-08-06T04:35:47.535316Z digest=sha256:d4fef62892f1bf6f9ad85ac0edf389f9249afc59374b4c88ecf161640bcf19b4

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

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T04:35:47.602659Z digest=sha256:343ce149a477240f9d9d3a5beca8dd55375678b4f5b635160c6b6de1673f6efd

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=sha256:614dcc94adf304afe80c0d3258eca8472160e5c531185060bdc41d65ce73f787

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:f47186ca3977be409dbd71e9daa26714f77c0a9b6c1ad994a5faa8f089b37f26

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
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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=sha256:0f255b562c018b6f2a93ab171cb2126e9b162d5735b638c55fa1f28500af4221

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
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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=sha256:39ec82c4962f5bfd75c6a659dbd8cf980ec1f43f859b00bc1c15a598034e0dee

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
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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:a91592c325518332b43dc5ffbbb6450d13a1a1604a67735b0478255b5d0af9d6

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
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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=sha256:003b27f82f02f255ba589cc8a2dcebab279bc57afe3062180104b20d62436463

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=sha256:63ec5802c15d1edf9448a342dc1a3f9f7bc5104936bc0723816cae475b80cc4b

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:aecc006b354461bd3d209856cab43ee29764af75f7b382639cc7d42fe64ad9af

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:f42de2c14cc6189adc0c29284db7de05e529d16e2be25b3f2af791da3a7a1269

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:cde1ea3796010fbc81fafdbfe183b97744d87f9203e4597f66f7c50684e2bc2b

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:f53754cfca0c54161e9e757794ecb7efd67066b6f9259c25d9189a872a53c516

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=sha256:87e764e4496abbe8b8e0e25359f494723b8e454396896e9ce5b7915cc6259b7b

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=sha256:6c5d5844f86142759f4781f14598372d0f6443d090b90ac40fd5da3ef25f6f89

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=sha256:22bba7c9344824c91759e76dc7e36f0a08c75baeb45ac4f770778abe53fcff05

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=sha256:8344329f2c2c14898d7291deb2c31c3189c9f81137b508edf5380f40421f82c4

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=sha256:0d3dfb95ae639517ad4b56f5924f2b6a494697c7c6ffe576ba99bfff6d28947f

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:a77dee1d9a3a42726a21c254ed6f4a4c1d282577bfadf89bddfd1f92b2ddbe92

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=sha256:778880ed6e6552140d1337cdbc7301086681e2db607a81dac2bcaf486069ed43

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:b23d6738f10e17e72301e8193062f6358e5df73f1a8f8672abb4e8a1948a1d61

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=sha256:68f44f290434d53358728e407a9c63c52ed551d479c1cc577f433cfea5adf016

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:bce70948854ce89966c0b50afce55ba38ebd2c5d421f330255362581a7584b99

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:50.947968Z digest=sha256:f6bd4fb3fe6e6244b508add9f3b666d57fc6fe6a912e42578dfc57098816c683

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:51.090653Z digest=sha256:ecddc667b9a5a4a960e6ef7fa33f8f6d9af9fc05ef6d6d5bbf4dddb37ca84499

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:51.221949Z digest=sha256:fdf6332a22045632262770007389d13a3a7c3f48fcc7e851b504ee69b8afbf4e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:51.392041Z digest=sha256:ce6323355b48254a59564decf883cfdcee45a38551a45cf59f42ca78e986c3a1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:51.613666Z digest=sha256:c2921de6f97b9239eaa7779717cc8ea33fcc873c3989c37f17e5de1afeedbe9c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:51.747057Z digest=sha256:211801b18d0c4edbee049ba9504015cad4aab5230491572befe476fc2e7e3300

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:51.933047Z digest=sha256:3a2df043bb0edee825ea86e960e9611598c9f158b00a361c5d024c1a24443f0d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:52.079037Z digest=sha256:f9d50c99db9f6341661b4521f4a7e3451f4d1f9862ee544161b5d236f23dd847

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:52.267716Z digest=sha256:4647725ed6943b350a1dfd2079b43cb5b145bf976309fe7cf448467b17a7efb6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:52.427772Z digest=sha256:a381e43561e2d6a94fa4c5775bcbd3a8fd7f95cab7202bee0f20f8073419e3ae

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:52.558038Z digest=sha256:a936ad9f1b989e7148492b8c7e5958f6eda9d903fa679cabf460b92a7c344cf4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:52.688443Z digest=sha256:51fd5b835463b40fd75c1c03698b694cb75066bd8529ef6027ff5b17f4c5d92b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:52.859454Z digest=sha256:8bf9f51cdd44b413e2d6ebda60a464a2535236f5d8cfe7e59f88b00107d2de2e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:53.020898Z digest=sha256:13fe60260af96e62658443a97ae3882b0ba877d7dbfa82b743024b4e6774e7aa

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:53.163380Z digest=sha256:d5ec0a19e953b9a30623a440c10fb0a7fa04232ce6d78a8143bd023986696d70

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:53.281643Z digest=sha256:b9c2adf45782ce42795d7a7578644fc55d1cde58bb73b97ea2fb44460a8df9cd

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:53.418817Z digest=sha256:18416d9ca1f775d5a8399cbd3494319ca6d3fb0689ef6a3e4c476d352daa0717

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:53.571875Z digest=sha256:a6de37c946485d6b346a65ca9a4d8472ea7e4c95141c096af5d26e902f488244

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:53.680065Z digest=sha256:58f462981e201b2fdd08f2cc9b3c07eaede74b06232908d93754192f989383a6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:53.751085Z digest=sha256:82b37391321ec075f104a05b651c6ca1763759ac49500162beaced93a3d725c8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:53.884775Z digest=sha256:861a852906a56e813f68bcbe7eded8e892271c125e5ce448779f68b945e90aaa

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.019682Z digest=sha256:af9fd8d1814120ec80c60db9cf8cae8a33517b5435c321dc4aee550c6630426f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.124748Z digest=sha256:62da735e0c088a8f3f63f2c12d44a403e6f11bdd3392190356d21c9f61d5f307

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.238958Z digest=sha256:d76205bfa8003d6284d4542457bb78f08353dcc34dd1497f5c2d32b8ae927353

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.343069Z digest=sha256:2f6152a929127118e4a8cf90ff437f1398942c1039e69619724452dc6d4fb27b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.432340Z digest=sha256:a0240b6eafba492b9ddac853330ae74f60a4a48c73ec5842c7898b8fa6c8b2a8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.550188Z digest=sha256:46c756a4e806e6ab1be0b414799c75d4ca3f829af4a41b36323c00588069822e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.623360Z digest=sha256:0bfd1ff8177bab2799d9c8a3a1935d7a8f5ccebf3a03be9fff2a225a5076fb70

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.730021Z digest=sha256:f2fde0650eceff85a24fcd6457960966244482c5990a03b09c280b99acbaa6d1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.806858Z digest=sha256:a8a44dbfe4bfb2ce9c50357a69770bbe5eed5d6a0a1ea7c6f9d8a5bccb92615b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:54.933368Z digest=sha256:49b21ebdb936ef82907ef47a6a5865e32614517deac15c401f44bfbcc43ece1a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:55.005048Z digest=sha256:07279a930b1271295bf45c828ae90f8a36302654cf85c58d12720e8fdb1cdefa

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:55.111963Z digest=sha256:f44118873b304167b58d57c8e580f53f41c4f9892d0774da58f02ff63b77a1b3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:55.190464Z digest=sha256:75b462c8e372919476cfed82d02d01be489ffbd50010c080a32aaa632fefec5f

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=sha256:59bd50812bd3a4445c14f5a5e75ae3b892817d7fbe366315902a2354d572b694

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:55.393621Z digest=sha256:7e599e1f97f948c290ec497f4052e4b15de1b9ec4dcd9ed2fb3ab6707c2be01a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T04:35:55.519135Z digest=sha256:b3133335b50b352d1895dba149840f68489a924d6df684b35f25ffc3115e8719

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-16T23:16:47.814591Z digest=sha256:3322cb0cf95c50cbef8f56951415f5c2d93c1be41a6645cc413e9f1d2886c018

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:e47f0f53a389406bbaae8a43d8a1c97361d78cf156dd980eee7255a1e8e3985f