JASA Feb 13, 2026

A Statistician’s Overview of Physics-Informed Neural Networks for Spatio-Temporal Data

Authors
Christopher K. Wikle Joshua North Giri Gopalan Myungsoo Yoo
Research Topics
Machine Learning Time Series
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Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2026.2625420
  • Published:
    February 13, 2026
  • Added to Tracker:
    Feb 14, 2026
Author Details
Christopher K. Wikle
Author
Joshua North
Author
Giri Gopalan
Author
Myungsoo Yoo
Author
Research Topics & Keywords
Machine Learning
Research Area
Time Series
Research Area
Citation Information
APA Format
Christopher K. Wikle , Joshua North , Giri Gopalan & Myungsoo Yoo (2026) . A Statistician’s Overview of Physics-Informed Neural Networks for Spatio-Temporal Data. Journal of the American Statistical Association , 10.1080/01621459.2026.2625420.
BibTeX Format
@article{paper901,
  title = { A Statistician’s Overview of Physics-Informed Neural Networks for Spatio-Temporal Data },
  author = { Christopher K. Wikle and Joshua North and Giri Gopalan and Myungsoo Yoo },
  journal = { Journal of the American Statistical Association },
  year = { 2026 },
  doi = { 10.1080/01621459.2026.2625420 },
  url = { https://doi.org/10.1080/01621459.2026.2625420 }
}
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