JpGU-AGU Joint Meeting 2026

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[E] Oral

U (Union ) » Union

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

Mon. May 25, 2026 10:45 AM - 12:15 PM Exhibition Hall Special Setting (2) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Chen Nan(University of Wisconsin Madison), Qi Di(Purdue University)

11:39 AM - 11:57 AM

[U02-09] Data-Driven Model Reduction Using WeldNet: Windowed Autoencoders for Learning Dynamics

★Invited Papers

*WENJING LIAO1, Biraj Dahal1, Jiahui Cheng4, Hao Liu3, Rongjie Lai2 (1. Georgia Institute of Technology, 2. Purdue University, 3. Hong Kong Baptist University, 4. Meta)

Keywords:model reduction, manifold learning, scientific machine learning, dynamics data