PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations | Paper Citation Record

Observation d271a5c1-e7b7-48e6-b7c4-e1c92fd3e98b · outbound

This paper cites write newline.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:33.518635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 153dc77c-30ad-4bbc-9988-99517eb5cd13 · outbound

This paper cites Convlora and adabn based domain adaptation via self-training.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Convlora and adabn based domain adaptation via self-training

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:33.597861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2d1a814-b2ae-4d8b-ac80-43e50ae6d324 · outbound

This paper cites C., Pletcher, R.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations C., Pletcher, R

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:33.695845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f1331f2-ca23-441c-a9da-23f63635e712 · outbound

This paper cites M., Cholakkal, H., Shah, M., Yang, M.-H., and Khan, F.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations M., Cholakkal, H., Shah, M., Yang, M.-H., and Khan, F

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T12:35:45.833985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff8bf419-5772-42d9-982e-90ae576db117 · outbound

This paper cites All are worth words: A vit backbone for diffusion models.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations All are worth words: A vit backbone for diffusion models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:33.863795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5b4c0e8-6bee-4986-b906-c22a4d54cfe3 · outbound

This paper cites Unsupervised Deep Learning Algorithm for PDE-based Forward and Inverse Problems.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unsupervised Deep Learning Algorithm for PDE-based Forward and Inverse Problems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:33.936896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c88acb-50db-494f-8439-4cb33b0c2cab · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.006211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25c4860f-d8f8-4897-a365-2aa00ee244a3 · outbound

This paper cites A Foundation Model for the Earth System.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations A Foundation Model for the Earth System

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.087159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1401734-9525-4037-ae8f-468e883f8d28 · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.199989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aaa8f95-78cb-464b-9f44-24f908c50f5c · outbound

This paper cites Neural galerkin schemes with active learning for high-dimensional evolution equations.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Neural galerkin schemes with active learning for high-dimensional evolution equations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.318284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f27543-0421-448e-8aa6-b767a0200fbf · outbound

This paper cites X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Molecular Design.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Molecular Design

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.409671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa39850-0e66-4c88-9ab5-3145631f6b04 · outbound

This paper cites J., Vasil, G.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations J., Vasil, G

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.499136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b92be850-891c-40e8-9ce9-c8f057d27427 · outbound

This paper cites Choose a transformer: F ourier or G alerkin.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Choose a transformer: F ourier or G alerkin

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.536417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de601560-593a-48fc-94fa-1fa8a97fe7d2 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.541145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6619a843-56e4-483c-aad4-24f0efd533f6 · outbound

This paper cites P., Caron, M., Geirhos, R., Alabdulmohsin, I., Jenatton, R., Beyer, L., Tschannen, M., Arnab, A., Wang, X., Ruiz, C.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations P., Caron, M., Geirhos, R., Alabdulmohsin, I., Jenatton, R., Beyer, L., Tschannen, M., Arnab, A., Wang, X., Ruiz, C

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.602332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9559df9d-6df0-4a25-b163-ac11b11c77bd · outbound

This paper cites BERT: pre-training of deep bidirectional transformers for language understanding.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations BERT: pre-training of deep bidirectional transformers for language understanding

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-07T12:35:34.690763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809f7be8-e6a6-4335-82f9-1dceafc87b90 · outbound

This paper cites and Nichol, A.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations and Nichol, A

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.795354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d1565a-aaec-41db-90f8-428dbeebe927 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations An image is worth 16x16 words: Transformers for image recognition at scale

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:34.959674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 998fbd6a-ec76-4de1-a916-148bc8e5000a · outbound

This paper cites C., Zepeda-Nunez, L., Smith, J., Brenner, M., and Hoyer, S.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations C., Zepeda-Nunez, L., Smith, J., Brenner, M., and Hoyer, S

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:35.083187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 229f40f9-e6b4-4827-a8c1-e38251f820c7 · outbound

This paper cites Turbulence modeling in the age of data.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Turbulence modeling in the age of data

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:35.258824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cec9e948-43bf-45a9-8aa0-f4005cde566c · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Scaling rectified flow transformers for high-resolution image synthesis

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:35.409096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33b145cd-7be4-451c-af14-c6738c22ac52 · outbound

This paper cites and The PyTorch Lightning team.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations and The PyTorch Lightning team

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:35.568154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22e1246-12ef-4405-8ffe-8ab561b312f3 · outbound

This paper cites and Zabaras, N.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations and Zabaras, N

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:35.831687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31e981e4-a4ca-4c91-a862-0b37d8affc6e · outbound

This paper cites D., and Karniadakis, G.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations D., and Karniadakis, G

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:35.991750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc2f247-c16f-4a1a-8882-af7d236acaee · outbound

This paper cites Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:36.205109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 385dc3fd-2528-44a0-bc17-9107ab870f8c · outbound

This paper cites Beyond LoRA: Exploring Efficient Fine-Tuning Techniques for Time Series Foundational Models.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Beyond LoRA: Exploring Efficient Fine-Tuning Techniques for Time Series Foundational Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:36.350893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53c0d114-b4a7-4900-9d27-d1d7f1d4d9eb · outbound

This paper cites Low-rank adaptation of time series foundational models for out-of-domain modality forecasting.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Low-rank adaptation of time series foundational models for out-of-domain modality forecasting

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:36.415086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57c49a1-23f0-48a3-80bf-ea34e740bdcd · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:36.557056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dda8e56-2d5d-4a46-8628-ba2831ba1e8a · outbound

This paper cites Poseidon: Efficient foundation models for pdes.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Poseidon: Efficient foundation models for pdes

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:36.737206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d02de5-6347-480b-99f7-841c56b96b69 · outbound

This paper cites Axial Attention in Multidimensional Transformers.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Axial Attention in Multidimensional Transformers

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:36.862444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae9756f2-48ab-48f2-ab4a-3f254c605246 · outbound

This paper cites Denoising diffusion probabilistic models.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Denoising diffusion probabilistic models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:36.957181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b70b54-44c9-499a-990c-76b327bd2673 · outbound

This paper cites J., Vegetti, S., and Thuerey, N.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations J., Vegetti, S., and Thuerey, N

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:52.573845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e91868e2-9b00-4ce2-9087-904a0eb208cb · outbound

This paper cites simple diffusion: End-to-end diffusion for high resolution images.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations simple diffusion: End-to-end diffusion for high resolution images

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:52.440365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0cae0fba-502d-472d-b93e-cbf3be0af497 · outbound

This paper cites J., Shen, Y., Wallis, P., Allen - Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations J., Shen, Y., Wallis, P., Allen - Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:37.236395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aba040c-92f2-471f-a2b9-51901b1d7933 · outbound

This paper cites Cocogen: Physically consistent and conditioned score-based generative models for forward and inverse problems.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Cocogen: Physically consistent and conditioned score-based generative models for forward and inverse problems

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:37.310689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d39feca-1be2-40c6-babc-fdceacca6271 · outbound

This paper cites C., Thuerey, N., Kim, T., Gross, M., and Solenthaler, B.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations C., Thuerey, N., Kim, T., Gross, M., and Solenthaler, B

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:52.264271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d28c975-cb42-4958-a1fd-f56a0901b9e5 · outbound

This paper cites A., Alieva, A., Wang, Q., Brenner, M.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations A., Alieva, A., Wang, Q., Brenner, M

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:37.502118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47f679d9-4a12-4504-af61-96401f1adcc0 · outbound

This paper cites Apebench: A benchmark for autoregressive neural emulators of pdes.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Apebench: A benchmark for autoregressive neural emulators of pdes

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:52.122155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f827f106-2f5b-4bf0-a81b-8fc63db6654f · outbound

This paper cites Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:37.669192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cc18a6d-b04f-427d-831d-3e74fd273172 · outbound

This paper cites J., Bonev, B., Azizzadenesheli, K., Berner, J., and Anandkumar, A.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations J., Bonev, B., Azizzadenesheli, K., Berner, J., and Anandkumar, A

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:37.755442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfc91a47-2078-4044-ae47-eeebfef7d2ff · outbound

This paper cites B., Li, Z., Liu, B., Azizzadenesheli, K., Bhattacharya, K., Stuart, A.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations B., Li, Z., Liu, B., Azizzadenesheli, K., Bhattacharya, K., Stuart, A

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:51.920620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e08c8fd0-140a-4d15-83b8-e8b15dd53546 · outbound

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

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Neural Operator: Graph Kernel Network for Partial Differential Equations

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:37.974875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a527c3e-342a-467d-9194-f9cc4fce56df · outbound

This paper cites Physics-Informed Neural Operator for Learning Partial Differential Equations.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Physics-Informed Neural Operator for Learning Partial Differential Equations

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.087349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a1bc21f-2907-47a8-9785-737e51e3cdb4 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:51.720394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c7ab63b-95a4-48ce-8664-118ce8e2b57d · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:51.501596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8abb34bc-a4b6-418a-a7f4-38369aa2a270 · outbound

This paper cites Foundation models for time series analysis: A tutorial and survey.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Foundation models for time series analysis: A tutorial and survey

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.362261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 778d6723-887a-41e0-adc0-a64679ee92e6 · outbound

This paper cites Tracking meets lora: Faster training, larger model, stronger performance.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Tracking meets lora: Faster training, larger model, stronger performance

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.435349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d96ce649-4714-4724-8828-c5d51760f9c3 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:51.161281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 99e3b058-a7c7-41e8-8210-9a66c7474e74 · outbound

This paper cites and Thuerey, N.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations and Thuerey, N

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.674936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b33e0301-b029-4d0c-8591-07990401adbd · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Flow straight and fast: Learning to generate and transfer data with rectified flow

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:50.928067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a09e62b-3cca-43b3-a73e-28b301516e78 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Swin transformer: Hierarchical vision transformer using shifted windows

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.842678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3235eb35-5f7f-45ad-b03f-179fe671f3c7 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:50.506755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7af2c5ef-bc69-419e-9d23-f656a0fd6c0f · outbound

This paper cites LCM-LoRA: A Universal Stable-Diffusion Acceleration Module.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.086850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bf0503a-93ae-4adf-b74b-5297d03749c9 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.166793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24fada84-8664-4d30-ab3e-eafea7df8048 · outbound

This paper cites A survey on lora of large language models.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations A survey on lora of large language models

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:50.394884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b470f97-977b-4278-9d27-fdb3af211d66 · outbound

This paper cites Comparing vision transformers and convolutional neural networks for image classification: A literature review.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Comparing vision transformers and convolutional neural networks for image classification: A literature review

Reference 58

Resolution: verified exact; doi, observed 2026-08-07T12:35:44.471522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c89738da-4258-4ddd-990d-e86d0dd14f76 · outbound

This paper cites R.-S., Parker, L., Ohana, R., Cranmer, M., Bietti, A., Eickenberg, M., Golkar, S., Krawezik, G., Lanusse, F., Pettee, M., Tesileanu, T., Cho, K., and Ho, S.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations R.-S., Parker, L., Ohana, R., Cranmer, M., Bietti, A., Eickenberg, M., Golkar, S., Krawezik, G., Lanusse, F., Pettee, M., Tesileanu, T., Cho, K., and Ho, S

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:50.249372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c564810b-e95d-43a6-9880-5af6c965df3a · outbound

This paper cites T., Morel, R., Agocs, F.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations T., Morel, R., Agocs, F

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:50.088216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9360e817-7773-4d4b-9c90-736cf45c9330 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 61

Resolution: verified exact; doi, observed 2026-08-07T12:35:44.325140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3db84a8b-0f1a-44dd-a14f-b27062f1c4d5 · outbound

This paper cites and Xie, S.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations and Xie, S

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.686840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81b2d80-522e-492d-8cf7-bf324101bf75 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.783027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a7af89c-f6f1-4217-b143-cbf4d5638f48 · outbound

This paper cites Improving language understanding by generative pre-training.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Improving language understanding by generative pre-training

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:49.919387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ff6230e-6aa1-4609-836c-ed8b3a1f80bb · outbound

This paper cites Language models are unsupervised multitask learners.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Language models are unsupervised multitask learners

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.949425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca4069e7-8b0b-49cf-9856-961624f5231f · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:40.097227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04694ed-3617-498c-8e93-611081bfe200 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:49.575589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2cc23912-102e-4dc4-8622-1756febba598 · outbound

This paper cites Comprehensive comparison between vision transformers and convolutional neural networks for face recognition tasks.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Comprehensive comparison between vision transformers and convolutional neural networks for face recognition tasks

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:49.076876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9c28bf87-c5d1-4a67-9c8d-5d1572e95cb6 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations High-resolution image synthesis with latent diffusion models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:40.556716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c8bbc9d-5244-4f97-acac-01b2055a1fa3 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations U-net: Convolutional networks for biomedical image segmentation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:40.744693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa6f8a1-d3ee-4eb7-a636-10a97e4362b1 · outbound

This paper cites and MacArt, J.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations and MacArt, J

Reference 71

Resolution: verified exact; doi, observed 2026-08-07T12:35:44.132507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 95f09c07-023b-4508-850f-fab89dd55ea8 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:48.614233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b112a613-bb10-4be4-8c72-96868d9a8ba8 · outbound

This paper cites S., Hsu, Y., Zhang, L., Hua, T., Kira, Z., Shen, Y., and Jin, H.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations S., Hsu, Y., Zhang, L., Hua, T., Kira, Z., Shen, Y., and Jin, H

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:48.348420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0189d148-e0a7-48f8-8fc2-4c56ac305ff0 · outbound

This paper cites W., and Gholami, A.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations W., and Gholami, A

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:48.040487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9ce936b8-4bea-4648-a92d-868bfbd74aa3 · outbound

This paper cites Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:41.437758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b89eb27-8074-415a-9ed2-8c84da8386b2 · outbound

This paper cites Comparison of vision transformers and convolutional neural networks in medical image analysis: a systematic review.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Comparison of vision transformers and convolutional neural networks in medical image analysis: a systematic review

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:47.829738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4468dd17-5113-4a7c-8355-449a6753aeaa · outbound

This paper cites Learning neural PDE solvers with parameter-guided channel attention.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Learning neural PDE solvers with parameter-guided channel attention

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:47.643086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 21bceda4-1e8c-4b1e-b3ec-1e51a8c34ca7 · outbound

This paper cites Physics-based Deep Learning.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Physics-based Deep Learning

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:47.492072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ed7f4b0-fe9f-4d29-a602-92d17bb9b876 · outbound

This paper cites U-dits: Downsample tokens in u-shaped diffusion transformers.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations U-dits: Downsample tokens in u-shaped diffusion transformers

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:47.275244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 603f74ad-08a5-4eca-a1b9-8403095aab4b · outbound

This paper cites R., Holl, P., and Thuerey, N.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations R., Holl, P., and Thuerey, N

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:47.127551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57f2d0ee-f401-41fb-b1f7-dc9f77b4037b · outbound

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

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations N., Kaiser, L., and Polosukhin, I

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:42.087656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b102e4da-88ff-4e24-bc3e-4e63a6012f0f · outbound

This paper cites Mosaic flows: A transferable deep learning framework for solving pdes on unseen domains.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Mosaic flows: A transferable deep learning framework for solving pdes on unseen domains

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:46.947236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5db3dbbd-5b05-46b1-9ca9-5c21db5e3382 · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Linformer: Self-Attention with Linear Complexity

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:42.247080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5465e84-8a0f-48c9-bdfa-a982c577c779 · outbound

This paper cites Online-lora: Task-free online continual learning via low rank adaptation.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Online-lora: Task-free online continual learning via low rank adaptation

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:42.339149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93507b97-4a11-4ebd-9cd2-19d2bdd41577 · outbound

This paper cites Continual Learning with Low Rank Adaptation.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Continual Learning with Low Rank Adaptation

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:42.491282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f62622e-b545-43d6-9ea8-0ef395cc5bea · outbound

This paper cites Transolver: A fast transformer solver for pdes on general geometries.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Transolver: A fast transformer solver for pdes on general geometries

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:46.774889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d901f922-b800-4221-b56a-f4fa5ddbf6c4 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:42.712069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d2f93d8-66fa-4e73-8024-6e8cff9a519b · outbound

This paper cites Transfer learning enhanced deeponet for long-time prediction of evolution equations.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Transfer learning enhanced deeponet for long-time prediction of evolution equations

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:46.615875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4fab2a57-58fe-4d16-ab60-5989a6967676 · outbound

This paper cites an unresolved cited work.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Unresolved cited work

Reference 89

Resolution: verified exact; doi, observed 2026-08-07T12:35:43.879870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8344f32b-301e-4f38-bbc2-32c7b989ed41 · outbound

This paper cites Low-rank adaptation for foundation models: A comprehensive review, 2024.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Low-rank adaptation for foundation models: A comprehensive review, 2024

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:43.032044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3cd9246-9068-4d15-94b0-811c1f89e145 · outbound

This paper cites Foundation Models for Decision Making: Problems, Methods, and Opportunities.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Foundation Models for Decision Making: Problems, Methods, and Opportunities

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:43.148867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1606efa4-75a5-44fe-b35e-5ae89058e0f6 · outbound

This paper cites Florence: A New Foundation Model for Computer Vision.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Florence: A New Foundation Model for Computer Vision

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:43.244746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e7ac508-0c0b-477f-9ae3-bf28d6bb136f · outbound

This paper cites Parameter-efficient fine-tuning on large protein language models improves signal peptide prediction.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Parameter-efficient fine-tuning on large protein language models improves signal peptide prediction

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:46.431570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3ae5744-bc64-47d4-aa87-d2d83c359914 · outbound

This paper cites and Lee, K.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations and Lee, K

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:46.249440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2026fb0-7c66-404d-8af6-65cb288ee770 · outbound

This paper cites and Sennrich, R.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations and Sennrich, R

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:46.064077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5a3247fb-189f-481a-a9e3-e91587e7df9d · outbound

This paper cites MATEY: multiscale adaptive foundation models for spatiotemporal physical systems.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations MATEY: multiscale adaptive foundation models for spatiotemporal physical systems

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:43.587308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04db0873-97dd-41f0-9b1a-4077e84b95c1 · outbound

This paper cites Fed-pilot: Optimizing LoRA Allocation for Efficient Federated Fine-Tuning with Heterogeneous Clients.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Fed-pilot: Optimizing LoRA Allocation for Efficient Federated Fine-Tuning with Heterogeneous Clients

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:43.708341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers