Development of PINN based method to estimate coseismic slip distribution in a horizontally stratified elastic viscoelastic two dimensional medium

Shohei Takai

Presentation information

[J] Poster

S (Solid Earth Sciences ) » S-CG Complex & General

[S-CG71] Driving Solid Earth Science through Machine Learning

Wed. May 27, 2026 5:15 PM - 7:00 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

5:15 PM - 7:00 PM

[SCG71-P04] Development of PINN based method to estimate coseismic slip distribution in a horizontally stratified elastic viscoelastic two dimensional medium

*Shohei Takai¹, SHINICHI MIYAZAKI¹, Tomohisa Okazaki², Kazuro Hirahara², Masayuki Kano³ (1. Graduate School of Science, Kyoto University, 2. RIKEN Center for Advanced Intelligence Project , 3. Disaster Prevention Research Institute, Kyoto University)

Keywords:Crustal Deformation, Machine Learning, PINN