15 citations · 29 across the 8 of their papers we have counts for
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physics.geo-ph2020★ 1 cited
Data-driven Accelerogram Synthesis using Deep Generative Models
Manuel A. Florez, Michaelangelo Caporale, Pakpoom Buabthong +3
Robust estimation of ground motions generated by scenario earthquakes is critical for many engineering applications. We leverage recent advances in Generative Adversarial Networks…
physics.geo-ph2020★ 15 cited
Site characterization at downhole arrays by joint inversion of dispersion data and acceleration time series
Elnaz Seylabi, Andrew Stuart, Domniki Asimaki
We present a sequential data assimilation algorithm based on the ensemble Kalman inversion to estimate the near-surface shear wave velocity profile and damping when heterogeneous d…