JpGU-AGU Joint Meeting 2026

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[E] Oral

M (Multidisciplinary and Interdisciplinary) » M-GI General Geosciences, Information Geosciences & Simulations

[M-GI28] Data assimilation: A fundamental approach in geosciences

Mon. May 25, 2026 1:45 PM - 3:15 PM Exhibition Hall Special Setting (2) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Ohishi Shun(RIKEN Center for Computational Science), Kano Masayuki(Disaster Prevention Research Institute)

2:15 PM - 2:30 PM

[MGI28-03] Approximate Bayesian Data Assimilation with Deep Learning Surrogate Models

*Alexandre M Tartakovsky1 (1. University of Illinois at Urbana-Champaign)

Keywords:data assimilation, uncertainty quantification, AI/ML, groundwater