Rapid wavefield forecasting for earthquake early warning via deep sequence to sequence learning

Rie Nakata

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 1:45 PM - 3:15 PM 301A (International Conference Hall, Makuhari Messe)

Chairperson:Matsumoto Yuma(National Research Institute for Earth Science and Disaster Resilience), Kubo Hisahiko(National Research Institute for Earth Science and Disaster Resilience)

2:15 PM - 2:30 PM

[SCG71-03] Rapid wavefield forecasting for earthquake early warning via deep sequence to sequence learning

*Rie Nakata^1,2,3, Dongwei Lyu⁶, Nakata Nori^1,3,4, Arben Pitarka⁵, Michael W Mahoney^1,3,6, Benjamin Erichson^1,3 (1. Lawrence Berkeley National Laboratory, 2. Earthquake Research Institute, University of Tokyo, 3. International Computer Science Institute, 4. MIT, 5. Lawrence Livemore National Laboratory, 6. University of California Berkeley)

Keywords:Earthquake Early Warning, AI, ML, Wave propagation