JpGU-AGU Joint Meeting 2026

Presentation information

[E] Oral

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

[S-CG56] Science of Slow and Fast Earthquakes

Tue. May 26, 2026 1:45 PM - 3:15 PM Convention Hall (CH-B) (International Conference Hall, Makuhari Messe)

Chairperson:Yano Keisuke(The Institute of Statistical Mathematics), Hamada Yohei(Japan Agency for Marine-Earth Science and Technology)

3:00 PM - 3:15 PM

[SCG56-24] Slow-earthquake nucleation in the Nankai subduction megathrust learned with physics-informed neural networks

*Daisuke Sato1, Rikuto Fukushima2, Masayuki Kano3,1, Takeshi Iinuma1, Takane Hori1 (1. Japan Agency for Marine-Earth Science and Technology, 2. Stanford University, 3. Disaster Prevention Research Institute, Kyoto University)

Keywords:Slow slip events, Earthquake nucleation, Physics-informed neural networks