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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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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  • 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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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 2026-08-07T06:34:17.273281+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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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

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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

Resolution
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Source-reported events for the cited work

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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

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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

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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 2026-08-07T06:34:17.273281+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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

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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

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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 2026-08-07T06:34:17.273281+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

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

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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 2026-08-07T06:34:17.273281+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

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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 2026-08-07T06:34:17.273281+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

Resolution
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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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 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 2026-08-07T06:34:17.273281+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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:52.366582Z digest=sha256:7dc3c7e4293033ac7d063af6ae9905d56e5f34e915d43c1de13caf48f96997d3

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:a55e9ad287ec75132e9e6a67b6142d8710f0f5143fcf5ed95a2f40eca280bda0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:52.517905Z digest=sha256:f83abdfe341714bd59871ee56a9ad77b9a5a9adf9420040b443c63038c8bc876

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:52.558608Z digest=sha256:196e9c6e80db6ea5f1653997d8f714e2a69ae81139dca1edcd0ee69662681889

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:52.605093Z digest=sha256:01574bae4acb4e7ee12d80d12010df8b3393718fa272a2e365155360d0e2e028

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:52.720768Z digest=sha256:7d208b1cda21447cbd2ab7a6de1730261f0b52923f116598716642f91f7baf5a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:52.825334Z digest=sha256:142edf915e6c5eac1ce1537183e09f24357588f594fd734fd783b1500de6f1ca

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:52.905465Z digest=sha256:aca85ca138305c3700b7f2c0770ac61a1ae073d92ce8dc5bb0c1b485b1acba03

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:52.975841Z digest=sha256:4b7953ab2e442c0968469101caf3ec1aa5b4cc14737a11d7b5ced6ba005c879a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.072953Z digest=sha256:6fd3cc2dfd6e0c619cda33aa883a792f3cbf40c42e3d0930ac8ea2dd223091ae

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.109783Z digest=sha256:a24788e7218967bcca665ff318a5f22cb1cc14afe9e23ca58555a21a47be31ec

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.158663Z digest=sha256:0c17ba6a91acc713d17d6de77fec51dd840c7677d3030554df0213a22d940019

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.260422Z digest=sha256:449b37caf9d16739855a4319a923cda2e1b422bbbbb2f7d23aa9292d70eec787

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.346976Z digest=sha256:328ee65fea7b537284fcb777ba2f50fbb402f1345c91e52d1a355d3d0e3e4227

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.429290Z digest=sha256:8cbae03b80df0da8f07f54e1fbcd031869a1f5dc16c6cfcab35e29787f1a81a0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.495615Z digest=sha256:cf02a9086230af805fe4c3aa4c1bfe0b108703e60227b46b207d8ff75fc3b1a6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.579994Z digest=sha256:665a48af0e56ccc42830ca88c3f90518593a58938d63dd20917f5b9e234a367b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.659743Z digest=sha256:01610c27e2209215452518b897f27da00f81a4d1598b176fb75088ed77adfb77

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:53.732848Z digest=sha256:113e8e43aabaa8bb152513439a0567613eada4eeb3399a55acc813e7f9f11097

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=sha256:7509378f61624832e07d9eff48f3868b3b0d73a898b1f5d8e3d8ec8bf307f856

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=sha256:106e7f9a22b0e918febf18e7cc4ecd62670c54e32e0e2421f1ecc7b245db8691

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=sha256:4d19bc1b1bd954e468178f43cb37926f6f2edc025db3ad83409ae0b1c8f2f646

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:54.016860Z digest=sha256:4f8b548768dadfe6230a32c9ff3f710cc274c433c5442028519b2437841b0713

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=sha256:3c81eb11c216aef508a62eb7705d2752cfac7e2941c101ee5f02cc408751e8d8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:54.158153Z digest=sha256:0d5a6f72adfeb2aee4ffaacb734038ea0c9c17012e890a0f57d695e465187829

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=sha256:10ddab7c306ec951ccfd0d3a718c23d69abeaa4af0092ed0b4566b7d55c0a7f3

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=sha256:0f223b7ceeda3419e620f4667390862cc9b46e43e3c78bcb8637ff497e2e45b9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:54.389760Z digest=sha256:3ab6308e87b15e9121857e5dd7effe6281a66b1652eedd6b81c0bbba12d76775

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:54.486568Z digest=sha256:4662eed6fb4079de218c2a4328b5a8e8ad3c6b3f16b018495ae50fe86963497a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:39:54.570930Z digest=sha256:9693047c0883d9ff57aa29d0db5162c722286e9841baf7ed7d1f3f2adc59dda3

Pith citing papers

No inbound Pith citation observations are available.