JpGU-AGU Joint Meeting 2026

Presentation information

[E] Poster

S (Solid Earth Sciences ) » S-GD Geodesy

[S-GD02] Crustal Deformation

Sun. May 24, 2026 5:15 PM - 7:00 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

5:15 PM - 7:00 PM

[SGD02-P04] Toward Inversion of Moment Tensor Distributions using Physics-Informed Neural Networks

*Masayoshi Someya1,2,3, Ryoichiro Agata3, Tomohisa Okazaki4, Masayuki Kano3,5, Daisuke Sato3 (1. Earthquake Research Institute The University of Tokyo, 2. JSPS Research Fellow (DC1), 3. Japan Agency for Marine-Earth Science and Technology, 4. RIKEN Center for Advanced Intelligence Project, 5. Disaster Prevention Research Institute, Kyoto University)

Keywords:Physics-Informed Neural Networks, moment tensor, GNSS