Paper Citation Record · LEDGER

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils

As of 10 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 4 inbound Pith citation observations for arXiv:2501.17081.

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

pith.paper-citation-record.v1
2501.17081 v1

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:53:38.549514Z

measured 83 of 83 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T08:47:08.845943Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

79 of 79 outbound references displayed

verified exact1
verified fuzzy16
unresolved62
parse uncertain0
malformed identifier0
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External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 0421e552-9173-4ea9-a3a9-980b3dfafa7c · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:47.200521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2e47747-9da3-45b8-a037-a549820f7e47 · outbound

This paper cites On the Bottleneck of Graph Neural Networks and its Practical Implications.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils On the Bottleneck of Graph Neural Networks and its Practical Implications

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:35.495041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c1122d-c50c-4af4-a301-cafd912ad6ee · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:47.054756Z

Source-reported events for the cited work

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Observation cb31674b-f8af-4cd4-adc2-fe89f18e7c72 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:46.925455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c66b1be-7f89-4a0f-b5e2-5bf4ca29844a · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:46.762282Z

Source-reported events for the cited work

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Observation c32c3778-b89c-47fe-8eef-0654f3187c73 · outbound

This paper cites Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:35.552943Z

Source-reported events for the cited work

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Observation df36a202-eb26-4d28-adcb-dfd07073c268 · outbound

This paper cites Language Models are Few-Shot Learners.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Language Models are Few-Shot Learners

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:35.563411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 052fc817-0a9b-4662-a13b-2d5cfadda396 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:46.614753Z

Source-reported events for the cited work

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Observation 9b97b59d-e6f8-4924-a2da-2ba63c8137e8 · outbound

This paper cites Graph neural networks for laminar flow prediction around random 2D shapes.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Graph neural networks for laminar flow prediction around random 2D shapes

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:53:40.424744Z

Source-reported events for the cited work

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Observation 030a85d3-d6ff-4cf7-afae-5b68f89f8bae · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Generating Long Sequences with Sparse Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:35.616065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 838929b4-abfc-440b-a918-6292073e960c · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:46.444758Z

Source-reported events for the cited work

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Observation 1105dc78-843c-48cb-8ea8-9f833ec119d8 · outbound

This paper cites A., Pagone, V.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils A., Pagone, V

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:46.310887Z

Source-reported events for the cited work

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Observation 254028b7-e1b3-4cff-90b7-e1d60b824cdd · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:46.162470Z

Source-reported events for the cited work

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Observation 9bef9d37-cb1b-4b0e-a71f-dab098d0d838 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:46.045517Z

Source-reported events for the cited work

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Observation fe9a71ad-28bf-4a12-af83-81beff0f04fe · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:35.884758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98fec88a-d2ee-462c-acc7-1b14640b1f7c · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:45.905437Z

Source-reported events for the cited work

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Observation 81c0eaa5-e495-4b98-9c41-a9f12cd28750 · outbound

This paper cites Graph Neural Networks for Aerodynamic Flow Reconstruction from Sparse Sensing.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Graph Neural Networks for Aerodynamic Flow Reconstruction from Sparse Sensing

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:36.002210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e272de-8683-4a60-afef-87dc9a902099 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:45.734750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c7c82619-a19c-4777-b6a9-60c813a13ccd · outbound

This paper cites A Generalization of Transformer Networks to Graphs.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils A Generalization of Transformer Networks to Graphs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:36.066216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c27724-e38c-4d42-abeb-ef96e982b2d7 · outbound

This paper cites B., Mathelin, L., Yao, Z., Brunton, S.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils B., Mathelin, L., Yao, Z., Brunton, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:45.625486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4fce8fd5-2e98-47d0-a60f-3f71a0af2beb · outbound

This paper cites and Remacle, J.-F.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils and Remacle, J.-F

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:45.509287Z

Source-reported events for the cited work

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Observation 8f46f0b8-803a-494d-ada4-db9bd471fa54 · outbound

This paper cites S., Riley, P.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils S., Riley, P

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:45.429838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 87d472ea-a35e-4d31-9225-46b3053bcd9c · outbound

This paper cites and O’reilly, C.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils and O’reilly, C

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:45.315711Z

Source-reported events for the cited work

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Observation 0c59be77-f064-42fb-99ea-19d144269040 · outbound

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Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:45.184752Z

Source-reported events for the cited work

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Observation 964379c1-e9a2-4d01-b9ce-ac86eaa3e4fe · outbound

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Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 25

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Observation 9c985123-fdc7-4089-82ff-0c0ac81be1c1 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:44.844754Z

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Observation 7ff80799-b2b1-47a2-9ab2-614e0e2ae816 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:44.794750Z

Source-reported events for the cited work

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Observation 8d8db7af-d33e-4896-ac9e-b3b704c513b0 · outbound

This paper cites and Haller, G.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils and Haller, G

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:44.695495Z

Source-reported events for the cited work

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Observation 31b3f4d0-8767-4978-8c0f-0a3b28fa4034 · outbound

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Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:44.585307Z

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Observation 2fada7d4-b837-49d4-a74d-bb0dbadb492b · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:44.464750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fa599826-2101-4196-8916-090f552abcd2 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 31

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Observation d8a593c6-c618-4a27-8b98-af78fc03ea2b · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 32

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Observation 6a97431f-18a2-4821-948e-42b3f21063a5 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 33

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Observation d4b518ae-07ef-4c68-b598-b7e939825747 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 33554437-640f-4694-a1eb-fbe4f128d316 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:43.724757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 61dd1fba-788a-4191-8b8a-5fd5f6c53025 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:43.585250Z

Source-reported events for the cited work

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Observation bdc3416a-73d0-4984-8c8c-55fec1da0976 · outbound

This paper cites DeeperGCN: All You Need to Train Deeper GCNs.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils DeeperGCN: All You Need to Train Deeper GCNs

Reference 37

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Source-reported events for the cited work

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Observation 4dc86a97-6b20-40e5-b76f-d9bce52cd9d7 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:43.444752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 11d71b0a-4b7c-4351-b9f6-2cf02169a7aa · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Fourier Neural Operator for Parametric Partial Differential Equations

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:37.047925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf28074-596a-4354-bfb7-0eb583fe8456 · outbound

This paper cites Neural Operator: Graph Kernel Network for Partial Differential Equations.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Neural Operator: Graph Kernel Network for Partial Differential Equations

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:37.062994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7b6c8ec-8656-4457-8951-1a2007771402 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:43.326244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 95d89da3-d76f-48f3-9819-b9d728731231 · outbound

This paper cites Decoupled Weight Decay Regularization.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Decoupled Weight Decay Regularization

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:37.074762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b05a1aa-cde0-4fd9-953c-7311dcf111b2 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:37.086139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57569653-0020-406a-8e95-5af34e101561 · outbound

This paper cites DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:37.098221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 519a2e98-757e-4172-b207-12ce70bde807 · outbound

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Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:43.204836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e99079b1-27e0-4483-9c3e-0ef50336072c · outbound

This paper cites and Esch, T.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils and Esch, T

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:43.064753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e89a036a-041e-4137-bcaf-8b788cb51915 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:42.874777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 06104995-7621-40bd-b528-ee9641ccf5e7 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:42.724750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e2800dd6-7b95-4fd5-ba99-7fd366230af0 · outbound

This paper cites Learning Mesh-Based Simulation with Graph Networks.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Learning Mesh-Based Simulation with Graph Networks

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:37.354749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c5aabe-7afe-42a9-a5de-f5db40457c5b · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:42.564752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 078f068e-3083-4e9b-895d-5d560782b45c · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:42.374749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 81642d3c-4d74-4069-ae43-d41c539f7143 · outbound

This paper cites and Rohde-Brandenburger, K.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils and Rohde-Brandenburger, K

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:42.181687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1e5b5b3d-8d6d-4647-86dc-7fee8f4ecd00 · outbound

This paper cites P., Luu, A.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils P., Luu, A

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:42.154836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e05e19b2-ae32-4a7b-b968-aaa1575c9c09 · outbound

This paper cites On the Unreasonable Effectiveness of Feature propagation in Learning on Graphs with Missing Node Features.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils On the Unreasonable Effectiveness of Feature propagation in Learning on Graphs with Missing Node Features

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:37.684753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 357e24a3-fd56-45bb-982f-b7a988732ad5 · outbound

This paper cites A Survey on Oversmoothing in Graph Neural Networks.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils A Survey on Oversmoothing in Graph Neural Networks

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:37.724846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b22f49-478f-48a6-b322-fe184a71d140 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:42.084750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eb9d5cd1-4124-4326-a631-e751e91d7aec · outbound

This paper cites T., Merel, J., Riedmiller, M., Hadsell, R., and Battaglia, P.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils T., Merel, J., Riedmiller, M., Hadsell, R., and Battaglia, P

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:42.043960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6af9bc25-9aec-41e6-b901-5cc8390afe14 · outbound

This paper cites C., Hagenbuchner, M., and Monfardini, G.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils C., Hagenbuchner, M., and Monfardini, G

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:42.004571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 31410ff1-e793-4533-b30b-3361f000dd45 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.888305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4227ddc7-e3eb-49d9-8d9e-366171b5c9b7 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.844164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ccd29e22-6562-4f35-8a71-b56767c12b04 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.810908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 249026e9-dde0-4366-8a3b-73ae4dc5598d · outbound

This paper cites J., and Sinop, A.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils J., and Sinop, A

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:41.754752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 00a134b0-baaf-4d66-a892-f8bffc1db633 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.656474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d2841e49-5b69-4583-9d78-12900ddcbcec · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.514855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 872013c2-fdab-4d04-8ee9-0a3fccc88ef2 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.394760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fa794898-9877-4b8c-aed2-46798d50f845 · outbound

This paper cites Understanding over-squashing and bottlenecks on graphs via curvature.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Understanding over-squashing and bottlenecks on graphs via curvature

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:38.152260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecd631c7-e617-4365-a909-9d46d12ca9a1 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils LLaMA: Open and Efficient Foundation Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:38.239720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933553dc-1ea2-4bf2-996a-4202e28bf180 · outbound

This paper cites W., and Nikoueeyan, P.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils W., and Nikoueeyan, P

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:41.329017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4e27c5ff-7d50-4b10-b256-cb4292cc9e9c · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:38.330098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d86fb1e0-d514-448d-b8be-db4b5ddf3d65 · outbound

This paper cites Graph Attention Networks.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Graph Attention Networks

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:38.350749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f622e8-c9f4-4405-a6fc-311c81a6484c · outbound

This paper cites Learning Incompressible Fluid Dynamics from Scratch -- Towards Fast, Differentiable Fluid Models that Generalize.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Learning Incompressible Fluid Dynamics from Scratch -- Towards Fast, Differentiable Fluid Models that Generalize

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:38.376145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a657369-8f21-4dd7-8edf-56c4f21d9bf9 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.229415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e81d5f80-8ed0-4576-9387-b5a3c62ba11b · outbound

This paper cites and Kipf, T.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils and Kipf, T

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:41.187056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 731a2ebf-010a-4063-9bbf-216744f12556 · outbound

This paper cites How Powerful are Graph Neural Networks?.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils How Powerful are Graph Neural Networks?

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T04:53:38.463630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c1d5805-789f-4e2c-9471-33e4e0249284 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.142360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4533b278-7e18-4319-9299-1b171ff80ee2 · outbound

This paper cites M., and Guo, J.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils M., and Guo, J

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:41.126686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d3d9a7fa-dc81-44a8-b4dd-e1b124d84051 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.089316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6136ac3a-7e54-4640-a0e2-07d16a5308a8 · outbound

This paper cites an unresolved cited work.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:53:41.026574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cc892011-67c8-4bb4-ac2a-fe60a25bbe94 · outbound

This paper cites H., Shen, L., Ma, Z., Wang, G., and Xu, H.

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils H., Shen, L., Ma, Z., Wang, G., and Xu, H

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:53:40.817678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 8cf6ccb0-158d-4c64-a720-7b581959ed64 · inbound

Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later cites this paper.

Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:26:28.448416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ab51a3af-e219-43cb-bf96-ba1e1e3e9eed · inbound

PiGGO: Physics-Guided Learnable Graph Kalman Filters for Virtual Sensing of Nonlinear Dynamic Structures under Uncertainty cites this paper.

PiGGO: Physics-Guided Learnable Graph Kalman Filters for Virtual Sensing of Nonlinear Dynamic Structures under Uncertainty Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:16:27.865217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a685e4a-0e2e-439d-9d21-4280ce9d8924 · inbound

Multiscale Decomposition Reveals Predictable Interannual Variability and Climate Trends in Antarctic Sea Ice Loss cites this paper.

Multiscale Decomposition Reveals Predictable Interannual Variability and Climate Trends in Antarctic Sea Ice Loss Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:55:34.980677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b95ae889-18dc-4d0f-9606-f40ee3e5f181 · inbound

Christoffel-DPS: Optimal sensor placement in diffusion posterior sampling for arbitrary distributions cites this paper.

Christoffel-DPS: Optimal sensor placement in diffusion posterior sampling for arbitrary distributions Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:20:50.764965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.