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

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

Wikle, C. K., North, J., Gopalan, G., & Yoo, M. (2026). A Statistician’s Overview of Physics-Informed Neural Networks for Spatio-Temporal Data. Journal of the American Statistical Association, 1–30. https://doi.org/10.1080/01621459.2026.2625420

The Calibrated and Systematic Characterization, Attribution, and Detection of Extremes (CASCADE) project advances the Nation’s ability to identify and project climate extremes and how they are impacted by environmental drivers.