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Diffusion Model
Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition
HEGGS is a high-fidelity generative system that produces realistic earthquake ground motion waveforms by modeling seismic signals as structured environmental sounds using a conditional latent diffusion model and waveform reconstruction pipeline.
Jaehyuk Lee
,
Jaeheun Jung
,
Yeajin Lee
,
Chang-Hae Jung
,
Donghun Lee
Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition
Shock waves caused by earthquakes can be devastating. Generating realistic earthquake-caused ground motion waveforms help reducing …
Jaeheun Jung
,
Jaehyuk Lee
,
Chang-Hae Jung
,
Hanyoung Kim
,
Bosung Jung
,
Donghun Lee
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