2 papers
physics.geo-ph2026
Broadband Ground-Motion Synthesis by Conditioning Denoising Diffusion Models on Low-Frequency Waveforms
Kadek Hendrawan Palgunadi, Simon Dirmeier, Maria Koroni +2
Seismic hazard and structural analyses require broadband ground-motion time histories, yet the high-frequency band (above 1~Hz) is the hardest to obtain: physics-based simulations…
physics.geo-ph2024
High Resolution Seismic Waveform Generation using Denoising Diffusion
Kadek Hendrawan Palgunadi, Andreas Bergmeister, Andrea Bosisio +5
Accurate prediction and synthesis of seismic waveforms are crucial for seismic-hazard assessment and earthquake-resistant infrastructure design. Existing prediction methods, such a…