2 papers
physics.geo-ph2026
Physics-informed deep learning links geodetic data and fault friction
Rikuto Fukushima, Masayuki Kano, Kazuro Hirahara +1
Fault slip modeling, based on laboratory-derived friction laws, has significantly enhanced our understanding of fault mechanics. Agreement between model predictions and observation…
physics.geo-ph2025
Three-dimensional crustal deformation analysis using physics-informed deep learning
Tomohisa Okazaki, Takeo Ito, Kazuro Hirahara +3
Earthquake-related phenomena such as seismic waves and crustal deformation impact broad regions, requiring large-scale modeling with careful treatment of artificial outer boundarie…