Waveform-based PSHA using GAN-based ground-motion generative models produces sets of realistic waveforms whose derived intensity-measure hazards match conventional GMM results and directly support engineering demand parameter exceedance calculations.
FEMA P-58-1: S eismic Performance Assessment of Buildings, V olume 1, M ethodology
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Waveform-Based Probabilistic Seismic Hazard Analysis Using Ground-Motion Generative Models
Waveform-based PSHA using GAN-based ground-motion generative models produces sets of realistic waveforms whose derived intensity-measure hazards match conventional GMM results and directly support engineering demand parameter exceedance calculations.