Simulating Ground Motion using Conditional Generative Modeling

Rie Nakata

Presentation information

[J] Oral

S (Solid Earth Sciences ) » S-SS Seismology

[S-SS14] Wave Phenomena in and around Seismology and Solid Earth Sciences

Tue. May 26, 2026 1:45 PM - 3:15 PM Exhibition Hall Special Setting (7) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Sawazaki Kaoru(National Research Institute for Earth Science and Disaster Resilience), Nimiya Hiro(National Institute of Advanced Industrial Science and Technology)

3:00 PM - 3:15 PM

[SSS14-06] Simulating Ground Motion using Conditional Generative Modeling

*Rie Nakata^1,2,3, Nori Nakata^1,3,4, Pu Ren¹, Zhengfa Bi¹, Maxime Lacour⁵, Benjamin Ercichson^1,3, Michael W Mahoney^1,3,5 (1. Larenece Berkeley National Laboratory, 2. Earthquake Research Institute, University of Tokyo, 3. International Computer Science Institute, 4. MIT, 5. University of Califronia Berkeley)

Keywords:AI, ML, Ground motion, Wave propagation

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