Paper Citation Record · LEDGER

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting

As of 18 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2507.03855.

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

pith.paper-citation-record.v1
2507.03855 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:05:04.545309Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T20:52:42.972708Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:59:19.167204Z

Reference resolution

65 of 65 outbound references displayed

verified exact2
verified fuzzy20
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef9ce7dc-47c5-4ee8-b09b-c1654d98f519 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.336362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e39868ff-932b-4886-9572-6c4092b43234 · outbound

This paper cites and Joseph, V.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Joseph, V

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.184672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7106932e-f903-44e5-89ad-1d04ce715b59 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:05.175330Z

Source-reported events for the cited work

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Observation abd650be-4394-4c67-b4fd-431fac84d778 · outbound

This paper cites M., Bruna, J., LeCun, Y., Szlam, A., and Vandergheynst, P.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting M., Bruna, J., LeCun, Y., Szlam, A., and Vandergheynst, P

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.166387Z

Source-reported events for the cited work

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Observation be7352e9-755c-4253-abd1-bb6dd7241364 · outbound

This paper cites E., and Deisenroth, M.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting E., and Deisenroth, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.157130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d3e47975-f90d-4576-927b-c4925dd36482 · outbound

This paper cites Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs).

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.354452Z

Source-reported events for the cited work

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Observation 206ec103-2a4c-4238-bfbd-5a824dd28574 · outbound

This paper cites O., and Gelfand, A.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting O., and Gelfand, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.147987Z

Source-reported events for the cited work

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Observation b12faed9-7974-4735-a78d-07c154d20cc5 · outbound

This paper cites S., Guan, Y., and Kulis, B.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting S., Guan, Y., and Kulis, B

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.138692Z

Source-reported events for the cited work

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Observation 90f5b3e7-7012-4159-bc98-f78f72741e58 · outbound

This paper cites E., Weichert, F., and M \"u ller, H.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting E., Weichert, F., and M \"u ller, H

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.128933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 43924424-b0d6-41d7-ad79-02b6d1712a63 · outbound

This paper cites and Li, W.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Li, W

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.118676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b96de99f-90c3-4238-a468-53e820a6d33c · outbound

This paper cites and Zabaras, N.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Zabaras, N

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.108636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 255c20ed-8f93-42ac-859a-accad8d24640 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:05.098671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 61d279ee-7b6c-4dd9-943a-1b4007f15194 · outbound

This paper cites L., Amaral, L.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting L., Amaral, L

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.089144Z

Source-reported events for the cited work

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Observation 6ee9d1dd-5c2e-4933-9705-0038655f5359 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:05.079685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9504f767-7800-4357-80f5-09322559bdfe · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:05.069377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 128082a6-8e9e-4fc5-9a68-d3197b4b359f · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.386497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace848f7-180f-4d6f-bb88-46d9097ba0b4 · outbound

This paper cites G., Filippone, M., and Ghahramani, Z.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting G., Filippone, M., and Ghahramani, Z

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.052884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cf2d752c-66e3-4376-9419-3d8b709f3916 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:05.042115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9a5ecb02-8954-4f0e-87e5-b6277e746cd7 · outbound

This paper cites Y., Wen, Q., Zambon, D., Alippi, C., Webb, G.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Y., Wen, Q., Zambon, D., Alippi, C., Webb, G

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.031719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae419b19-90ab-46ec-9d11-6a76c00da3c9 · outbound

This paper cites C., Lee, S., and Lee, S.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting C., Lee, S., and Lee, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:05.020820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b428924b-b22e-4945-bd8e-62cfc002f81d · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:05.010428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8071013a-5b8b-4327-b035-fecbc818e446 · outbound

This paper cites Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.405310Z

Source-reported events for the cited work

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Observation f7fd2051-c2a5-46c3-86de-a099a7a840ec · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:05.000290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 50161655-f0ca-4c2b-b1da-ba00c1710c34 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.989654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d2bd394b-22f5-4554-859f-233673dae30c · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.979410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae97a801-d6c4-42dc-9acf-80bd3e7ad902 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.418521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b42ed7f9-10c0-4a52-a646-b584b0228428 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.963458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 061a536e-4469-4fce-b39d-b4755ffb17da · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.424806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ac545c-38a9-4f51-9140-7edec3ddcb2d · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.427870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 052d1178-1c9c-426a-86f5-5e5ad96adc6a · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.430860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2159bd2-8ab9-4108-82a4-c9fcef78d153 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.934810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fe334962-0720-41e7-bfe0-e5748ddc6263 · outbound

This paper cites Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:05:04.634721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b62b1b7b-9a5f-43fd-a934-b34dfe01edfe · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.924845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 486920f4-e10c-4600-9d1f-cd169874a767 · outbound

This paper cites D., and Kaiser, W.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting D., and Kaiser, W

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:04.915190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 80e5d1ef-4473-4a49-a25d-8ec7bffcba55 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.905215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da455812-6c49-4851-8a40-3203235c3f8f · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.895038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8a7f7261-62cc-42a5-b726-d52e802b7e36 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting N., Kaiser, ., and Polosukhin, I

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.453972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d27f95a1-d7bc-419b-84b7-dd41f722fff2 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.879250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b4ee7ca7-8ec6-4080-9b28-58c8f8e856c4 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.868107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f09c3607-1d20-42db-bfd0-5617b45b6d08 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.858814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c76b4a04-08ef-4e52-8255-3fde38208935 · outbound

This paper cites MUSE-Net: Missingness-aware mUlti-branching Self-attention Encoder for Irregular Longitudinal Electronic Health Records.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting MUSE-Net: Missingness-aware mUlti-branching Self-attention Encoder for Irregular Longitudinal Electronic Health Records

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.466107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daaa91c3-f6a6-4476-893f-2b05680ec4fb · outbound

This paper cites and Yao, B.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Yao, B

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:04.849277Z

Source-reported events for the cited work

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Observation ab12f8d6-9f6e-4251-abda-a57c28f70437 · outbound

This paper cites Transformers in Time Series: A Survey.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Transformers in Time Series: A Survey

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.472624Z

Source-reported events for the cited work

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Observation 5bf63d97-66bf-4366-b18f-c1261105320a · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.839594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a215492e-79ea-4976-b191-1a6d737afb26 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.830047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9e5a4eba-b5c2-4a8d-8175-89432b1a1939 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.820000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 564cdb51-2563-4857-aaed-4e47a271bfb7 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.810920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b63727af-4584-4e32-b907-1f7ed7f9686c · outbound

This paper cites and Yao, B.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Yao, B

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:04.801856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 316d5f2f-9e05-4156-b7dc-e007c691fee1 · outbound

This paper cites and Yao, B.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Yao, B

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:04.792617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db544f50-321a-4231-b7cd-ab1d425c22ac · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.783467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 77a92af7-5427-422e-b054-cc7404ef1a0a · outbound

This paper cites Spatial-Temporal Transformer Networks for Traffic Flow Forecasting.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Spatial-Temporal Transformer Networks for Traffic Flow Forecasting

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T20:05:04.498731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c4350d2-0c63-46ee-9bf4-af5cc585b67e · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.774413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Reference 53

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Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting D., Liu, X., Pu, L., Chin, S.-m., and Hwang, H.-l

Reference 54

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Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Yao, B

Reference 55

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Reference 56

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Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 57

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Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Yang, H

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:04.714571Z

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Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.702378Z

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Observation 65260455-641f-489c-a4b8-016c1ce68abf · outbound

This paper cites Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Reference 60

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Observation 4f7f07ef-baf9-4a30-bb8c-85d62ead619e · outbound

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Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Geometry-aware Active Learning of Spatiotemporal Dynamic Systems

Reference 61

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This paper cites and Del Castillo, E.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting and Del Castillo, E

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:05:04.692125Z

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Observation dae4be15-a677-4cf5-b9be-190c2cb91906 · outbound

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Reference 63

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 744ab70d-1190-4dd5-99e6-80dcc8805e1f · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.672711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9752fc44-233d-463d-89ff-909814ebec91 · outbound

This paper cites an unresolved cited work.

Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:05:04.662933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation f9b0fda3-7469-4dae-aa44-4e283c538eac · inbound

P-K-GCN: Physics-augmented Koopman-enhanced Graph Convolutional Network for Deep Spatiotemporal Super-resolution cites this paper.

P-K-GCN: Physics-augmented Koopman-enhanced Graph Convolutional Network for Deep Spatiotemporal Super-resolution Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting

Reference 57

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.