Automatic network structure discovery of physics informed neural networks via knowledge distillation

Ziti Liu, Yang Liu, Xunshi Yan, Wen Liu, Han Nie, Shuaiqi Guo, Chen-an Zhang

Open source

DOI
10.1038/s41467-025-64624-3
Published
2025-10-29
Container
Nature Communications
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41467-025-64624-3,
  title = {Automatic network structure discovery of physics informed neural networks via knowledge distillation},
  author = {Ziti Liu and Yang Liu and Xunshi Yan and Wen Liu and Han Nie and Shuaiqi Guo and Chen-an Zhang},
  year = {2025},
  journal = {Nature Communications},
  doi = {10.1038/s41467-025-64624-3},
  url = {https://doi.org/10.1038/s41467-025-64624-3}
}

RIS

TY  - JOUR
TI  - Automatic network structure discovery of physics informed neural networks via knowledge distillation
AU  - Ziti Liu
AU  - Yang Liu
AU  - Xunshi Yan
AU  - Wen Liu
AU  - Han Nie
AU  - Shuaiqi Guo
AU  - Chen-an Zhang
PY  - 2025
JO  - Nature Communications
DO  - 10.1038/s41467-025-64624-3
UR  - https://doi.org/10.1038/s41467-025-64624-3
ER  - 

APA

Liu, Z., Liu, Y., Yan, X., Liu, W., Nie, H., Guo, S., & Zhang, C. (2025). Automatic network structure discovery of physics informed neural networks via knowledge distillation. Nature Communications. https://doi.org/10.1038/s41467-025-64624-3

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