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Abstract: Data-Driven Modeling of Low-Frequency Tremors with Stochastic Differential Equations: From Non-Parametric Estimation to Physics-Informed Learning (AGU25)

Data-Driven Modeling of Low-Frequency Tremors with Stochastic Differential Equations: From Non-Parametric Estimation to Physics-Informed Learning

Toshiro Kusui1, Hiromichi Nagao2, Shin-ichi Ito3, Shinya Katoh2 and Tomoki Tokuda4, (1)Earthquake Research Institute, University of Tokyo, Tokyo, Japan, (2)Earthquake Research Institute, The University of Tokyo, Research Center for Computational Earth Science, Tokyo, Japan, (3)The University of Tokyo, Earthquake Research Institute, Tokyo, Japan, (4)Earthquake Research Institute, The University of Tokyo, Tokyo, Japan