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Paper Citation Record · LEDGER

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction

As of 9 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2502.09423.

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

pith.paper-citation-record.v1
2502.09423 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:36:04.666014Z

measured 57 of 57 standing notices

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

57 of 57 outbound references displayed

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External citation measurements

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Outbound references

Observation 5c604f03-5b3f-4136-8b55-48d4da538147 · outbound

This paper cites write newline.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction write newline

Reference 1

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Observation a9cdaaaf-ba12-4b39-8934-f932fa61cc21 · outbound

This paper cites J., and Welling, M.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction J., and Welling, M

Reference 2

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Observation 76520a04-9aa2-4a5c-bc43-c9dd0857e81d · outbound

This paper cites an unresolved cited work.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Unresolved cited work

Reference 3

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Observation 848efb1b-7457-4d72-a8a4-6882c0b57a6b · outbound

This paper cites E., Landis, D.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction E., Landis, D

Reference 4

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Observation 8629aeed-3457-493c-9960-7d4c21dcfee0 · outbound

This paper cites E., Olsen, T., Datta, S., Landis, D.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction E., Olsen, T., Datta, S., Landis, D

Reference 5

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Observation 35e3258b-3210-4b4d-872c-2c5354565edc · outbound

This paper cites and Ong, S.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction and Ong, S

Reference 6

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Observation d4d602ec-36ed-4134-a4af-0f077fb36c99 · outbound

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Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Unresolved cited work

Reference 7

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Observation 9acea811-c586-4103-b0bd-a8cb5d2599ea · outbound

This paper cites and DeCost, B.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction and DeCost, B

Reference 8

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Observation e8408e36-a6ac-4109-a243-700fc01ff531 · outbound

This paper cites J., Yildirim, B., Jain, A., and Cole, J.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction J., Yildirim, B., Jain, A., and Cole, J

Reference 9

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Observation 99b70b64-26e8-4327-a8d2-36c56761da0a · outbound

This paper cites Generative adversarial networks (gan) based efficient sampling of chemical composition space for inverse design of inorganic materials.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Generative adversarial networks (gan) based efficient sampling of chemical composition space for inverse design of inorganic materials

Reference 10

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Observation 0e589fc8-9f73-45b9-b4e3-ee0f24da673d · outbound

This paper cites W., Butler, K.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction W., Butler, K

Reference 11

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Observation 806ca305-5ae6-4f86-9a33-bc20ca8432b2 · outbound

This paper cites Stable computations with gaussian radial basis functions.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Stable computations with gaussian radial basis functions

Reference 12

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Observation 05e3fd0c-6625-4b8d-8a78-f375971471fc · outbound

This paper cites Se (3)-transformers: 3d roto-translation equivariant attention networks.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Se (3)-transformers: 3d roto-translation equivariant attention networks

Reference 13

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This paper cites T., and G \"u nnemann, S.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction T., and G \"u nnemann, S

Reference 14

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Observation 7dca454c-97f0-4a27-b1d0-766cfc101e2c · outbound

This paper cites Gemnet: Universal directional graph neural networks for molecules.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Gemnet: Universal directional graph neural networks for molecules

Reference 15

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Observation 97ebe950-e037-4ab2-b1ac-a69f79084d00 · outbound

This paper cites Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules

Reference 16

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Observation 869b6a61-bd45-42e7-a15c-39eb7d35871f · outbound

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Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Unresolved cited work

Reference 17

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Observation 40c1aef2-de19-42ce-aee6-8ecfd49167a2 · outbound

This paper cites Generative adversarial nets.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Generative adversarial nets

Reference 18

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Observation 4a772479-6f82-411f-9419-545a35b4ac67 · outbound

This paper cites Denoising diffusion probabilistic models.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Denoising diffusion probabilistic models

Reference 19

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Observation 4a4ab61d-8d56-4a93-bb35-f03ceaac97ad · outbound

This paper cites Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures

Reference 20

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Observation ed0fc1ba-f4a1-441a-8d73-014fdb05553a · outbound

This paper cites and Kohn, W.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction and Kohn, W

Reference 21

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This paper cites G., Vignac, C., and Welling, M.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction G., Vignac, C., and Welling, M

Reference 22

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This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 23

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Observation 4c3eb6e9-5d0c-4b5e-8e17-344d687655cb · outbound

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

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction P., Hautier, G., Chen, W., Richards, W

Reference 24

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This paper cites H., Khaji, N., and Noorzad, A.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction H., Khaji, N., and Noorzad, A

Reference 25

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Observation 083b9ff6-a7d4-4beb-a98b-2f4b4c88d98a · outbound

This paper cites Crystal structure prediction by joint equivariant diffusion.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Crystal structure prediction by joint equivariant diffusion

Reference 26

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This paper cites Effect of invariance requirements on the elastic strain energy of crystals with application to the diamond structure.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Effect of invariance requirements on the elastic strain energy of crystals with application to the diamond structure

Reference 27

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This paper cites H., Aspuru-Guzik, A., and Jung, Y.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction H., Aspuru-Guzik, A., and Jung, Y

Reference 28

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Observation 18a13cbf-a50d-4ee3-a3a9-f8537c3bc38f · outbound

This paper cites Auto-Encoding Variational Bayes.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Auto-Encoding Variational Bayes

Reference 29

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source=arxiv_source observed=2026-08-07T21:36:04.529097Z digest=sha256:407de0fa244f3ca51f72d48f654b3ba8de4f363c0a3b51f155b4769d19c35f56

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This paper cites D., and Vecchi, M.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction D., and Vecchi, M

Reference 30

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source=arxiv_source observed=2026-08-07T21:36:04.534189Z digest=sha256:1beefab1c5fc85de4b94baa33c517287cd934699e568e2f10e022877177a3229

Observation 2b42538d-75b6-4d70-a112-3bf96f47ba3f · outbound

This paper cites Clebsch--gordan nets: a fully fourier space spherical convolutional neural network.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Clebsch--gordan nets: a fully fourier space spherical convolutional neural network

Reference 31

Resolution
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Observation 656c0dc2-1632-4de3-803f-aff0298cc64d · outbound

This paper cites and Smidt, T.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction and Smidt, T

Reference 32

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

source=arxiv_source observed=2026-08-07T21:36:04.543811Z digest=sha256:6adf6077ce90749312aa5ec77e03658e897b722edf2d6fba3afa5cc902db9320

Observation 55ed49af-06e5-4660-b582-2941f6cbe474 · outbound

This paper cites General invariance and equilibrium conditions for lattice dynamics in 1d, 2d, and 3d materials.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction General invariance and equilibrium conditions for lattice dynamics in 1d, 2d, and 3d materials

Reference 33

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source=arxiv_source observed=2026-08-07T21:36:04.548625Z digest=sha256:f904e2ac7457203cc81366cd3c5c7c34805c04a8a6a70d9a4a355859e323c3f1

Observation f43acb09-bbf5-45c7-826f-fb692f7dd62f · outbound

This paper cites M., Opahle, I., Zhang, Y., Samathrakis, I., Shen, C., Gutfleisch, O., and Zhang, H.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction M., Opahle, I., Zhang, Y., Samathrakis, I., Shen, C., Gutfleisch, O., and Zhang, H

Reference 34

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

source=arxiv_source observed=2026-08-07T21:36:04.553294Z digest=sha256:220443d878ae3300b99c2bfd68eaee6017b3e38289aa8f8507171a5a587492d8

Observation 437be2d8-a7f9-486a-ae02-f1fe25e5153a · outbound

This paper cites O., Oganov, A.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction O., Oganov, A

Reference 35

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

source=arxiv_source observed=2026-08-07T21:36:04.558179Z digest=sha256:d25f04cc05e975dfc7849590d551126461c96e29783d5ecb3d8e0714ed27b53b

Observation b206037e-c290-44c7-8b92-730b56b90249 · outbound

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

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction S., Aykol, M., Cheon, G., and Cubuk, E

Reference 36

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Source-reported events for the cited work

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

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Observation 69f38968-f23c-45fc-82a9-aa058625570e · outbound

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

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction S., Sanchez-Lengeling, B., Gregoire, J

Reference 37

Resolution
verified fuzzy
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Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T21:36:04.567817Z digest=sha256:490d488adfac0026c0f4fecd2f9c5186f1db4e724d60c12b570c90f34077590c

Observation 2412a275-4c28-4bbb-b08a-e932c62f70f5 · outbound

This paper cites CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T21:36:04.572419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.572419Z digest=sha256:ac5fc534d0edfc0542fa6c1f46850092f6029e40b2f650ca3047ba60c87312d4

Observation d401f51f-16be-4ee0-82bd-1dd76176aaf3 · outbound

This paper cites A Binded VAE for Inorganic Material Generation.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction A Binded VAE for Inorganic Material Generation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T21:36:04.577284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.577284Z digest=sha256:38ac5957d7bae1cad98e83907b79ca732879cf5e8938960e49679a6a9bd28a66

Observation a0ca8b66-ec77-4954-b6bd-bc65d93a49ab · outbound

This paper cites an unresolved cited work.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:36:05.044474Z

Source-reported events for the cited work

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

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Observation 0a9863fd-2c4f-4f28-a0c7-ad0c918a14a4 · outbound

This paper cites an unresolved cited work.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Unresolved cited work

Reference 41

Resolution
unresolved
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Source-reported events for the cited work

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

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Observation 851bfcf1-1771-4776-bc4e-c8e8b618dcd4 · outbound

This paper cites An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

Reference 42

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ee041d2a-37d8-4699-8b56-6286e9462829 · outbound

This paper cites an unresolved cited work.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Unresolved cited work

Reference 43

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e1f816d0-a268-4af6-af0b-e33672114cab · outbound

This paper cites u tt, K. T., Sauceda, H. E., Kindermans, P.-J., Tkatchenko, A., and M \.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction u tt, K. T., Sauceda, H. E., Kindermans, P.-J., Tkatchenko, A., and M \

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T21:36:04.602572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.602572Z digest=sha256:6d3723fb208c58f24a11cbdff2092b13f4478e408266aeeb7a2bdc4244e6cda8

Observation afbab351-2ded-4ba7-aaa5-a3cd1eb59ffe · outbound

This paper cites and Ermon, S.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction and Ermon, S

Reference 45

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.607367Z digest=sha256:b267e66dccad35ec3248b46edad340fb43019e494afe9cfc318681d5821c40e6

Observation b9e04b0a-ab21-423f-9e9f-5ef9a3829901 · outbound

This paper cites and Fabritiis, G.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction and Fabritiis, G

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:36:04.989128Z

Source-reported events for the cited work

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

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Observation c23d8e3a-4c9e-4ff8-bb9e-6579289fa7fd · outbound

This paper cites Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T21:36:04.617268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.617268Z digest=sha256:69d57e9f812c2c81e1f33b8a152a88fd5d98acd3d2b412fc249f4d871aadbe36

Observation 3ddad363-366e-4002-a695-6d5835729c53 · outbound

This paper cites Se (3)-equivariant prediction of molecular wavefunctions and electronic densities.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Se (3)-equivariant prediction of molecular wavefunctions and electronic densities

Reference 48

Resolution
verified fuzzy
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Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T21:36:04.622134Z digest=sha256:b01fbccb7cc8ab6a4896e4f25743d3d26f14c72ff99a3c9bcf4a4d4a4f90a34a

Observation 5864b67b-997c-48f8-890f-f6ece2ee28a1 · outbound

This paper cites Attention is all you need.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Attention is all you need

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T21:36:04.626887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.626887Z digest=sha256:25e972d80e0bced11ef99cbbbaa1992bc9f1cb95e68915dca6b60ae6074a162f

Observation 50a2173a-eb23-40f0-be27-c5af7dd82910 · outbound

This paper cites N., Kaiser, L.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction N., Kaiser, L

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T21:36:04.631802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.631802Z digest=sha256:783da3a23f9720769af178f7606781accf5000aecbef25ee2584a3962602c2f8

Observation b9aa08a5-bc7d-4f16-815e-cd0c1b7bb2d1 · outbound

This paper cites an unresolved cited work.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:36:04.931205Z

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=arxiv_source observed=2026-08-07T21:36:04.636593Z digest=sha256:260337d0439d65766bdd1e5e6fc30b853e990e257982d49ea382e396a4ba104c

Observation 580d08d6-dea9-4c69-99f4-49754a451772 · outbound

This paper cites C., Zhao, X., Umemoto, K., Wentzcovitch, R., and Ho, K.-M.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction C., Zhao, X., Umemoto, K., Wentzcovitch, R., and Ho, K.-M

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:36:04.913909Z

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=arxiv_source observed=2026-08-07T21:36:04.641636Z digest=sha256:69b2c367fff88f33969de8cfa6f457c5518a6a25b5ce971cdc968b74bc07b38b

Observation 20ea7d75-52da-4dba-a1a1-9947a78cc86d · outbound

This paper cites and Grossman, J.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction and Grossman, J

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T21:36:04.646516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.646516Z digest=sha256:0e6de351629502d42933814217d5061318347da29a84103d43d7e35819ef1454

Observation d7579ad7-16f6-4de6-bda9-daf8958ffbb1 · outbound

This paper cites Crystal Diffusion Variational Autoencoder for Periodic Material Generation.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Crystal Diffusion Variational Autoencoder for Periodic Material Generation

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T21:36:04.651442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:36:04.651442Z digest=sha256:459ae586cd019d81f7ab613aa873044937bef11b6e0deee0cd348832beb29ede

Observation 0f125617-0370-4c96-9862-3c274d4cfa83 · outbound

This paper cites an unresolved cited work.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:36:04.886121Z

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=arxiv_source observed=2026-08-07T21:36:04.656469Z digest=sha256:015c527df37bcdd4dda9a80af2f576a2398172d56defc97643df65ba4892a45e

Observation f8329273-068a-4cef-ade1-3bb758a5078d · outbound

This paper cites Tripartite interaction representation algorithm for crystal graph neural networks.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction Tripartite interaction representation algorithm for crystal graph neural networks

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:36:04.870152Z

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=arxiv_source observed=2026-08-07T21:36:04.661283Z digest=sha256:f2e747ca0bf098c51aa7e6bb8d95051b2fbeecf89ceb7827e5539475e4535fbc

Observation ab6d936c-e08b-4fc2-a4e1-4242179c380b · outbound

This paper cites A generative model for inorganic materials design.

Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction A generative model for inorganic materials design

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:36:04.853760Z

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=arxiv_source observed=2026-08-07T21:36:04.666014Z digest=sha256:8b5d299db636c503b7b9a0ab25dc2b83a671f6cb594b814bf6dcac680d7ace77

Pith citing papers

No inbound Pith citation observations are available.