Paper Citation Record · LEDGER

Physics Transformer: Tailoring Transformer for General PDE Prediction

As of 7 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2607.24513.

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

pith.paper-citation-record.v1
2607.24513 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T12:51:45.041492Z

measured 29 of 29 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

29 of 29 outbound references displayed

verified exact0
verified fuzzy0
unresolved28
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed5e1a2e-cca1-4721-8172-1bc74b6ce553 · outbound

This paper cites Learning Nonlinear Operators via.

Physics Transformer: Tailoring Transformer for General PDE Prediction Learning Nonlinear Operators via

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:43.949877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce6b0a15-2c2b-406b-a763-e1a7c10a5bde · outbound

This paper cites International Conference on Learning Representations , year =.

Physics Transformer: Tailoring Transformer for General PDE Prediction International Conference on Learning Representations , year =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.051924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615d616f-aea4-4887-8d74-ad4b1ab20ca3 · outbound

This paper cites Neural Operator: Learning Maps Between Function Spaces With Applications to.

Physics Transformer: Tailoring Transformer for General PDE Prediction Neural Operator: Learning Maps Between Function Spaces With Applications to

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.262310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba279689-7ac7-49d8-b42f-00b00c3aaff5 · outbound

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

Physics Transformer: Tailoring Transformer for General PDE Prediction Neural Operator: Graph Kernel Network for Partial Differential Equations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.430231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b36555ca-2d87-46db-9030-83e79daf6de9 · outbound

This paper cites Proceedings of the 38th International Conference on Machine Learning , year =.

Physics Transformer: Tailoring Transformer for General PDE Prediction Proceedings of the 38th International Conference on Machine Learning , year =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.520500Z

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Unavailable: canonical work link unavailable.

Observation a4d45c12-0789-4e6d-a6ae-a0db63f99cf1 · outbound

This paper cites Fourier Neural Operator with Learned Deformations for.

Physics Transformer: Tailoring Transformer for General PDE Prediction Fourier Neural Operator with Learned Deformations for

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.534091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dee1c122-e66d-446c-afdf-13f27c61012e · outbound

This paper cites Geometry-Informed Neural Operator for Large-Scale 3D.

Physics Transformer: Tailoring Transformer for General PDE Prediction Geometry-Informed Neural Operator for Large-Scale 3D

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.639392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 454b2ceb-aa2b-4b13-87e5-d7d81a70ca8c · outbound

This paper cites Transformer for Partial Differential Equations' Operator Learning.

Physics Transformer: Tailoring Transformer for General PDE Prediction Transformer for Partial Differential Equations' Operator Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.759288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5a37e51-e28f-4497-aefc-e5a4fd7dfd62 · outbound

This paper cites 2023 , url =.

Physics Transformer: Tailoring Transformer for General PDE Prediction 2023 , url =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.905449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d650081-aa20-400e-aacb-96f6f6ead597 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Physics Transformer: Tailoring Transformer for General PDE Prediction Advances in Neural Information Processing Systems , volume =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.908708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ec1acc-172e-454a-ba74-1c6be176f56e · outbound

This paper cites International Conference on Learning Representations , year =.

Physics Transformer: Tailoring Transformer for General PDE Prediction International Conference on Learning Representations , year =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.936627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ce2447-c26c-4cf0-a44b-47ada38f5f18 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages =.

Physics Transformer: Tailoring Transformer for General PDE Prediction Proceedings of the IEEE/CVF International Conference on Computer Vision , pages =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.997319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e92be9af-0e51-4ce8-88ca-b1539a890207 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =.

Physics Transformer: Tailoring Transformer for General PDE Prediction Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:44.999919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa08e8c1-bc86-4369-87b3-24e4fa4eaaaf · outbound

This paper cites Transolver: A Fast Transformer Solver for.

Physics Transformer: Tailoring Transformer for General PDE Prediction Transolver: A Fast Transformer Solver for

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.002608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 418b7c59-a9ce-4076-a8c9-9d4656c206db · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Physics Transformer: Tailoring Transformer for General PDE Prediction Advances in Neural Information Processing Systems , volume =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.005360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 992208c3-d721-4fa2-96f9-170b0dcf7868 · outbound

This paper cites International Conference on Learning Representations , year =.

Physics Transformer: Tailoring Transformer for General PDE Prediction International Conference on Learning Representations , year =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.008329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb9e43e-1906-4b8b-9040-d5a182033ad7 · outbound

This paper cites SpiderSolver: A Geometry-Aware Transformer for Solving.

Physics Transformer: Tailoring Transformer for General PDE Prediction SpiderSolver: A Geometry-Aware Transformer for Solving

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.010798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0db581c-46e1-4130-8e12-4e57d1762e0f · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , year =.

Physics Transformer: Tailoring Transformer for General PDE Prediction Proceedings of the 42nd International Conference on Machine Learning , year =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.013237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33c22230-a3d2-4653-be04-521abefd37c5 · outbound

This paper cites Transolver++: An Accurate Neural Solver for.

Physics Transformer: Tailoring Transformer for General PDE Prediction Transolver++: An Accurate Neural Solver for

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.016292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54345718-c4d6-4a53-a13b-1f511772ba1f · outbound

This paper cites Geometry Aware Operator Transformer as an Efficient and Accurate Neural Surrogate for.

Physics Transformer: Tailoring Transformer for General PDE Prediction Geometry Aware Operator Transformer as an Efficient and Accurate Neural Surrogate for

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.018719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b0d30a6-fdd2-46c7-bc0e-acb1632ed588 · outbound

This paper cites 2025 , url =.

Physics Transformer: Tailoring Transformer for General PDE Prediction 2025 , url =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.021138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8476bc6-4681-46e6-8cc3-9a2ce4dbe346 · outbound

This paper cites arXiv preprint arXiv:2511.06294 , year =.

Physics Transformer: Tailoring Transformer for General PDE Prediction arXiv preprint arXiv:2511.06294 , year =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.023300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d667b3b-3fcc-4183-bf1e-11da1f070b83 · outbound

This paper cites 2025 , url =.

Physics Transformer: Tailoring Transformer for General PDE Prediction 2025 , url =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.026050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 122fad9c-0c35-423c-a489-a8f18706c52b · outbound

This paper cites Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries.

Physics Transformer: Tailoring Transformer for General PDE Prediction Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.028494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0edce6f-7924-4991-89c6-884ffdac52e3 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Physics Transformer: Tailoring Transformer for General PDE Prediction Advances in Neural Information Processing Systems , volume =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.031078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b4a3d2-a2df-4341-9327-ce7a685b61d3 · outbound

This paper cites arXiv preprint arXiv:2512.18595 , year =.

Physics Transformer: Tailoring Transformer for General PDE Prediction arXiv preprint arXiv:2512.18595 , year =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.033989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed3d035-0469-48bf-b254-38a482198b91 · outbound

This paper cites an unresolved cited work.

Physics Transformer: Tailoring Transformer for General PDE Prediction Unresolved cited work

Reference 27

Resolution: parse uncertain; no resolver link, observed 2026-07-31T12:51:45.036690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0300d16-7a25-459a-a6fc-83c90c1736d4 · outbound

This paper cites Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulations.

Physics Transformer: Tailoring Transformer for General PDE Prediction Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulations

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.038939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80ab9545-15c3-4b54-ba13-2d3a27d1e67c · outbound

This paper cites 2024 , url =.

Physics Transformer: Tailoring Transformer for General PDE Prediction 2024 , url =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T12:51:45.041492Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.