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Paper Citation Record · LEDGER

Universal crystal material property prediction via multi-view geometric fusion in graph transformers

As of 20 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2507.15303.

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

pith.paper-citation-record.v1
2507.15303 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:39:54.570930Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

66 of 66 outbound references displayed

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  • verified fuzzy28
  • unresolved38
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a3eb3b22-8c93-413a-b341-b9a65cf51d73 · outbound

This paper cites Application of a quartz -crystal microbalance to measure ionic fluxes in microporous carbons for energy storage.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Application of a quartz -crystal microbalance to measure ionic fluxes in microporous carbons for energy storage

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 5f753a36-87d2-4dbc-b47b-257c8d2c8399 · outbound

This paper cites Structural control over single -crystalline oxides for heterogeneous catalysis.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Structural control over single -crystalline oxides for heterogeneous catalysis

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation e4cb8a58-f15f-4b23-a4b2-ca7155c1cfe4 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 3

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Source-reported events for the cited work

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Observation 3983e4b6-0d82-4e8b-8fa6-a1b166f128eb · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a3dd470d-34aa-445c-87b6-c3122b6b98cd · outbound

This paper cites D., Xia, Y.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers D., Xia, Y

Reference 5

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 35ca64f5-fbce-46b6-a6a6-505f1da300f9 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 28176a9a-2e64-40a9-8fa9-d46a2d567c1d · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0f8c70d4-fe20-4720-821a-21089d4f8305 · outbound

This paper cites & Ceder, G.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Ceder, G

Reference 8

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 110f4ede-9e1c-4f90-9f0b-e11326a33678 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation bb7f565c-f89b-4a92-b91e-f8a56dbbac73 · outbound

This paper cites & Grossman, J.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Grossman, J

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 2d65b16c-3a4b-4af4-8cfd-7ad76186fb37 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation e38845b9-2e35-4e6c-9ba8-ae262ee16c40 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7052dfe9-cb5b-4740-9260-64529714fcdd · outbound

This paper cites & Yang, B.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Yang, B

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ab915b58-4a37-4cd8-924f-4d39f96c892d · outbound

This paper cites Complete and efficient graph transformers for crystal material property prediction.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Complete and efficient graph transformers for crystal material property prediction

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 2d8078a0-1b10-417b-b6ef-b11413eb6e30 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 15

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a51e06dd-f54c-43e8-b4e2-d674d58357ee · outbound

This paper cites & Smidt, T.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Smidt, T

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d9309623-c957-4b17-b97a-c0f21e5bf89f · outbound

This paper cites Equiformerv2: Improved equivariant transformer for scaling to higher -degree representations.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Equiformerv2: Improved equivariant transformer for scaling to higher -degree representations

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f1b4d851-3cc2-4fb3-865d-dcb8d0e892ea · outbound

This paper cites & Zou, Q.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Zou, Q

Reference 18

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation e2f64249-4868-44af-a972-5ba652870ee6 · outbound

This paper cites N., et al.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers N., et al

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1876a673-c9e1-4f65-a8df-9f604781ec92 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 20

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7aac66f1-a587-405b-8a99-37955368f211 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 21

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7349b510-8f3f-43f6-bb8f-b93a09b45148 · outbound

This paper cites & Zisserman, A.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Zisserman, A

Reference 22

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d64460f9-eed5-4164-b8c8-e73fd05097d6 · outbound

This paper cites & Lukkien, J.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Lukkien, J

Reference 23

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 5e6820a9-9f37-48fd-ad5d-d5c44cae2594 · outbound

This paper cites I., & Jacobs, R.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers I., & Jacobs, R

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 584aeeab-2e93-4b56-af47-b15451852f3e · outbound

This paper cites DeepSeek-V3 Technical Report.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers DeepSeek-V3 Technical Report

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation cc5bd619-4f03-4ca5-8e53-1986774a78d2 · outbound

This paper cites & Schwaller, P.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Schwaller, P

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3bf8ac23-f297-4e7b-876a-cef58f79dc42 · outbound

This paper cites D., Krishnan, S.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers D., Krishnan, S

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ff059602-2f34-4752-8f04-7ef3734637a9 · outbound

This paper cites & Hinton, G.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Hinton, G

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 159c5af0-70e6-485e-bf29-e6b9690ab969 · outbound

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

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Crystal Diffusion Variational Autoencoder for Periodic Material Generation

Reference 29

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b7a6584c-673e-4552-b9c4-b3516193a6cd · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:59.314885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 8d827cdf-45ac-4997-a7e8-1d50d6c0de20 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:59.071620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f936029f-9157-4170-aa7f-a834d8647bd7 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 32

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raw_fallback, observed 2026-08-06T15:39:58.832815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 80326ff2-2c60-487c-8579-873f26cfae26 · outbound

This paper cites & Manzagol, P.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Manzagol, P

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:58.603213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 563246ad-5e3f-4e67-b54e-661747fc8e71 · outbound

This paper cites & Barati Farimani, A.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Barati Farimani, A

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:58.358216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a58c775e-83c2-485e-aa7f-e3d98b271f09 · outbound

This paper cites & Ong, S.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Ong, S

Reference 35

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0f37bf1f-1485-4a41-8d63-c9e65175298d · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:52.299800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:52.299800Z digest=sha256:9b7356490efa4a87496587f43ace88273b61256f3fd7e142e3bc974903f7d9b2

Observation 4905564d-05eb-464f-b4ec-e9c30fc2ae2b · outbound

This paper cites & DeCost, B.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & DeCost, B

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:58.005794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f106c278-45c3-421d-b0f9-6ba816947929 · outbound

This paper cites ReciNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers ReciNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:52.435092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:52.435092Z digest=sha256:2757268f873f732888bdd7cf821d22d725e3a2ac2ae6e99aff78bbceb8a1c2bf

Observation b590acc1-738c-4b80-9e21-c4e1ae92a393 · outbound

This paper cites & Müller, K.-R.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & Müller, K.-R

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:57.869397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:52.517905Z digest=sha256:3888fcf66232339e91b51e6f42d364ec68f4e9f9bb2ecb1bd3ba9562d2a4dccb

Observation 5463cddd-682f-4967-b66c-0f3b634d2846 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:57.761906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:52.558608Z digest=sha256:f457b7f34658541d434b148c8236d70cf56f8e7cb24d6c463937b1309f7da01b

Observation 8040a8e8-df51-4548-8f3c-96fed520f511 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:57.568717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:52.605093Z digest=sha256:f51ede9c435df1bc3f2540a0eb0c96ae4eebd509599fc647f2f50da9c986e2e8

Observation 56309017-23d5-4ebd-bfd0-bd284ab277a4 · outbound

This paper cites T., Frost, J.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers T., Frost, J

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:57.396536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:52.720768Z digest=sha256:34d1e3fa46d3d53e3070a8daf403b34e70dd5093adc7d4e5fcb8f35f632cea6b

Observation 94c6c3cb-296a-474c-b09a-815551f81fce · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:57.243672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:52.825334Z digest=sha256:b02abf9b3b54c8b3b1b0c41a948ce6cc4cebb6cf33403b898c51b2d7e5fb17c6

Observation c7630ff0-9720-4d2a-9781-351a0e3a807d · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:57.081908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:52.905465Z digest=sha256:8e021e47fea105359b143651b27ab63b6868b231a90058ae08bd2766cdec392b

Observation e0a76752-db8e-44c2-8b36-82a4e524a3ca · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:56.931999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:52.975841Z digest=sha256:37589e611e19ab76d6f74400d6d22c7445d4ff81830bc3b5fa8a7d0ff3b291a5

Observation 44038ece-ff43-4156-aa3b-737a9f719c06 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:56.780123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.072953Z digest=sha256:c2ab2b220e6b19b7f763d39c26ec8db32a1d1deee993c37eb9f48af93b4430c0

Observation 7dd9e48b-a4d9-4966-9996-8e46de302ba8 · outbound

This paper cites & You, F.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers & You, F

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:56.599714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.109783Z digest=sha256:cf6e0831dbe5c7b86af34c018be8a4188b4e22bc90f70d4fe120506473910401

Observation 8723fe9c-94fb-4bf0-bfc8-0eda6a9e4b28 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:56.476519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.158663Z digest=sha256:3327e656ea8d5eca9208841f162bcd33c26770fedecf47edd80829eb0bdea276

Observation 7143a9bf-b21b-4871-84e2-1d9f7f3416ce · outbound

This paper cites E., Kirklin, S., Aykol, M., Meredig, B.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers E., Kirklin, S., Aykol, M., Meredig, B

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:56.366209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.260422Z digest=sha256:d4153fde26454d69bb5f7af48f6029ce36624a8f98d3e7a74d8cc20225fc051c

Observation e4f2b7f2-6b77-490f-bfd3-534337b8be50 · outbound

This paper cites M., Butler, K.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers M., Butler, K

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:56.199877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.346976Z digest=sha256:370950954c70ab941cba797ada04429e9b486f438baf35352eb9345accb6783f

Observation 036b2453-d509-4b65-a9c1-2a08dd973cfc · outbound

This paper cites T., Boes, J.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers T., Boes, J

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:56.070379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.429290Z digest=sha256:e19977fad8a665aceecaa32fb2ef483c8bbbb86b03296be536c9f3ea61c7018a

Observation 97dfd04b-109b-4ff8-a1ec-16cdf6702d3f · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:55.962990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.495615Z digest=sha256:92d5eab6394caa931ab4b098c9f52dcb01278defabed62196ed0918ebfd10fed

Observation 2f123c75-d6d8-4891-b5df-1eb6851be0e6 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:55.846581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.579994Z digest=sha256:a4ed395c7aa6f5f833228bd14564bcbecff907eb923b1985ad8689eb65b9df38

Observation b1e34e43-ca08-4c8a-85a4-8225fc5f5225 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:55.736847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.659743Z digest=sha256:08da03d30a86b7c86d35cd0b664015166f08d313feb1d61c0fe753a484cf4cbf

Observation fb591272-ce39-48d0-9b7d-bebe08a2e3e2 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:55.597961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:53.732848Z digest=sha256:65ffe5cab7fb07f65ba4bdb41c49603ca4f9fce389ad8c75ae5ea7da08f58ed6

Observation a01e7320-21cb-4723-8587-a1b368a41f96 · outbound

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

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:53.831091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:53.831091Z digest=sha256:7208ccbd47a45bbe582f639cf3c33ea7e764917dc2cc07a37fa51bb2e5efd8e0

Observation 292e7f8a-0ba6-473e-9f4a-a1bef3b1fcd7 · outbound

This paper cites e3nn: Euclidean Neural Networks.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers e3nn: Euclidean Neural Networks

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:53.875430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:53.875430Z digest=sha256:a5607fefbd15a73b918a59c4fcf89a209619b433e19cefcafb1a1f62bf999808

Observation 916271f9-9250-4ff6-bbdf-72520e4bc2a9 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:53.945993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:53.945993Z digest=sha256:b6a29778d0087f65c531c5cffc84ebc40d700cbaf8505a3df72c717814e0e064

Observation dc791a8f-ecae-4793-b140-b3c9def84c83 · outbound

This paper cites Improved deep metric learning with multi -class n-pair loss objective.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Improved deep metric learning with multi -class n-pair loss objective

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:55.462700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:54.016860Z digest=sha256:9d19394f6c322d8562a42a241ac03d96cb92738d850ab7c1a087d60e8b02e360

Observation f81b3ffd-97e6-42d5-bffd-85b49536f99d · outbound

This paper cites Understanding AdamW through Proximal Methods and Scale-Freeness.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Understanding AdamW through Proximal Methods and Scale-Freeness

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:54.095707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:54.095707Z digest=sha256:3feadb517c5fda9e55e20a2d596ee6b78abec9ace51031cd3cbd30c4e57a4df0

Observation 40ac3e5c-a916-42dc-9cb3-989949182f7a · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:55.297665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:54.158153Z digest=sha256:34fe3c00bb399e083671d665a08f0f237f93619aa27463c487adb3e048ab5372

Observation ce8129ec-3506-4ac0-966e-12391215276b · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Fast Graph Representation Learning with PyTorch Geometric

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:54.230669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:54.230669Z digest=sha256:72bcfa00ca9a6088780062ad1989282dd10f75441743fd806558add7a92ca860

Observation a3b39b03-0c98-467a-9b7b-2e65a81193aa · outbound

This paper cites Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:54.297105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:54.297105Z digest=sha256:c2a0a5bb8c437d9ef0517e651d010333a0e9843fc5ca9463c805d2c9a49b836b

Observation e496e6f1-b064-4d20-9682-5a384a1daa09 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:55.156007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:54.389760Z digest=sha256:fc9024256d9451b963b84ad723366644130ac8af02ba7856f93c4ff8f4935e7c

Observation 934a9f71-eff1-4803-986e-ab4e66a47b55 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:54.976487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:54.486568Z digest=sha256:2946568f809154df33a6343bb1ace99816bb34c2d46c72fa9949fe687cacb2ff

Observation ccaa00b0-a4ff-4293-86d7-f7e0f9962789 · outbound

This paper cites an unresolved cited work.

Universal crystal material property prediction via multi-view geometric fusion in graph transformers Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:54.806946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:39:54.570930Z digest=sha256:1e19e74820f81d9f7b39f7b9222993d290987b8eaa164ab65bab5927ed33741f

Pith citing papers

No inbound Pith citation observations are available.