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cs.LG2026
Variational Autoencoders for P-wave Detection on Strong Motion Earthquake Spectrograms
Turkan Simge Ispak, Salih Tileylioglu, Erdem Akagunduz
Accurate P-wave detection is critical for earthquake early warning, yet strong-motion records pose challenges due to high noise levels, limited labeled data, and complex waveform c…
cs.LG2025
TimesNet-Gen: Deep Learning-based Site Specific Strong Motion Generation
Baris Yilmaz, Bevan Deniz Cilgin, Erdem Akagündüz +1
Effective earthquake risk reduction relies on accurate site-specific evaluations, which require models capable of representing the influence of local site conditions on ground moti…