Tipping point forecasting in nonstationary dynamics on function spaces

Miguel Liu-Schiaffini, Clare E. Singer, Nikola Kovachki, Sze Chai Leung, Hyunji Jane Bae, Kamyar Azizzadenesheli, Anima Anandkumar

Open source

DOI
10.1073/pnas.2600331123
Published
2026-10-15
Container
Proceedings of the National Academy of Sciences
Publisher
National Academy of Sciences
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1073/pnas.2600331123,
  title = {Tipping point forecasting in nonstationary dynamics on function spaces},
  author = {Miguel Liu-Schiaffini and Clare E. Singer and Nikola Kovachki and Sze Chai Leung and Hyunji Jane Bae and Kamyar Azizzadenesheli and Anima Anandkumar},
  year = {2026},
  journal = {Proceedings of the National Academy of Sciences},
  doi = {10.1073/pnas.2600331123},
  url = {https://doi.org/10.1073/pnas.2600331123}
}

RIS

TY  - JOUR
TI  - Tipping point forecasting in nonstationary dynamics on function spaces
AU  - Miguel Liu-Schiaffini
AU  - Clare E. Singer
AU  - Nikola Kovachki
AU  - Sze Chai Leung
AU  - Hyunji Jane Bae
AU  - Kamyar Azizzadenesheli
AU  - Anima Anandkumar
PY  - 2026
JO  - Proceedings of the National Academy of Sciences
DO  - 10.1073/pnas.2600331123
UR  - https://doi.org/10.1073/pnas.2600331123
ER  - 

APA

Liu-Schiaffini, M., Singer, C. E., Kovachki, N., Leung, S. C., Bae, H. J., Azizzadenesheli, K., & Anandkumar, A. (2026). Tipping point forecasting in nonstationary dynamics on function spaces. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.2600331123

Source records