FunDiff: diffusion models over function spaces for physics-informed generative modeling

Sifan Wang, Zehao Dou, Siming Shan, Tong-Rui Liu, Lu Lu

Open source

DOI: 10.1038/s41467-026-72292-0
Published: 2026-04-27
Container: Nature Communications
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-72292-0,
  title = {FunDiff: diffusion models over function spaces for physics-informed generative modeling},
  author = {Sifan Wang and Zehao Dou and Siming Shan and Tong-Rui Liu and Lu Lu},
  year = {2026},
  journal = {Nature Communications},
  doi = {10.1038/s41467-026-72292-0},
  url = {https://doi.org/10.1038/s41467-026-72292-0}
}

RIS

TY  - JOUR
TI  - FunDiff: diffusion models over function spaces for physics-informed generative modeling
AU  - Sifan Wang
AU  - Zehao Dou
AU  - Siming Shan
AU  - Tong-Rui Liu
AU  - Lu Lu
PY  - 2026
JO  - Nature Communications
DO  - 10.1038/s41467-026-72292-0
UR  - https://doi.org/10.1038/s41467-026-72292-0
ER  -

APA

Wang, S., Dou, Z., Shan, S., Liu, T., & Lu, L. (2026). FunDiff: diffusion models over function spaces for physics-informed generative modeling. Nature Communications. https://doi.org/10.1038/s41467-026-72292-0

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crossref · retrieved 2026-09-25T22:01:43.931Z