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EAEE – SHEFRA 9645 – Long Short-Term Memory Networks for prediction of earthquake demand parameter time series in seismic fragility analysis ∞ Konstantin Goldschmidt, Mani Mohtasham Miavaghi and Hamid Sadegh-Azar