[S-TT51] State-of-the-Art Seismic Data Analysis Based on Bayesian Statistics

[STT51-P02] Function-space based PDE-constrained Bayesian inversion methods using physics-informed neural networks

*Ryoichiro Agata¹, Tomohisa Okazaki² (1. Japan Agency for Marine-Earth Science and Technology, 2. RIKEN Center for Advanced Intelligence Project)

Keywords:Physics-informed neural network, Bayesian neural network, Function space, PDE-constrained Bayesian inverse problem