Generative discovery of partial differential equations by learning from math handbooks

Hao Xu, Yuntian Chen, Rui Cao, Tianning Tang, Mengge Du, Jian Li, Adrian H. Callaghan, Dongxiao Zhang

Open source

DOI
10.1038/s41467-025-65114-2
Published
2025-11-21
Container
Nature Communications
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41467-025-65114-2,
  title = {Generative discovery of partial differential equations by learning from math handbooks},
  author = {Hao Xu and Yuntian Chen and Rui Cao and Tianning Tang and Mengge Du and Jian Li and Adrian H. Callaghan and Dongxiao Zhang},
  year = {2025},
  journal = {Nature Communications},
  doi = {10.1038/s41467-025-65114-2},
  url = {https://doi.org/10.1038/s41467-025-65114-2}
}

RIS

TY  - JOUR
TI  - Generative discovery of partial differential equations by learning from math handbooks
AU  - Hao Xu
AU  - Yuntian Chen
AU  - Rui Cao
AU  - Tianning Tang
AU  - Mengge Du
AU  - Jian Li
AU  - Adrian H. Callaghan
AU  - Dongxiao Zhang
PY  - 2025
JO  - Nature Communications
DO  - 10.1038/s41467-025-65114-2
UR  - https://doi.org/10.1038/s41467-025-65114-2
ER  - 

APA

Xu, H., Chen, Y., Cao, R., Tang, T., Du, M., Li, J., Callaghan, A. H., & Zhang, D. (2025). Generative discovery of partial differential equations by learning from math handbooks. Nature Communications. https://doi.org/10.1038/s41467-025-65114-2

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