JpGU-AGU Joint Meeting 2026

Presentation information

[J] Oral

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

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

Wed. May 27, 2026 3:30 PM - 4:45 PM 301A (International Conference Hall, Makuhari Messe)

Chairperson:Naoi Makoto(Hokkaido University), Tanaka Yusuke(Geospatial Information Authority of Japan)

4:00 PM - 4:15 PM

[SCG71-07] Simultaneous estimation of moment tensors for numerous earthquakes and site corrections using a physics-guided unsupervised neural network

*Kazutoshi Imanishi1, Kodai Sagae1 (1. National Institute of Advanced Industrial Science and Technology)

Keywords:Physics-guided neural network, Moment tensor, Site correction, Earthquakes