JpGU-AGU Joint Meeting 2026

Presentation information

[E] Oral

U (Union ) » Union

[U-02] Applied Math Perspectives on Modeling, Analyzing, and Predicting Complex Geophysical Systems

Mon. May 25, 2026 9:00 AM - 10:30 AM Exhibition Hall Special Setting (2) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Moser Charlotte(University of Wisconsin Madison), Qi Di(Purdue University)

9:36 AM - 9:54 AM

[U02-03] Geometric, Interpretable Machine Learning for Streamflow Dynamics Analysis

★Invited Papers

*Willem Diepeveen1, Jon Schwenk2, Andrea Bertozzi1 (1. University of California, Los Angeles, 2. Los Alamos National Laboratory)

Keywords:Interpretable machine learning, Streamflow prediction, Latent dynamics, Dynamic Mode Decomposition, Data-driven modeling