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Characterization of the Fourier Amplitude Spectrum in New Zealand using Machine Learning

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Figshare2025-09-05 更新2026-04-28 收录
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https://figshare.com/articles/dataset/_b_Characterization_of_the_Fourier_Amplitude_Spectrum_in_New_Zealand_using_Machine_Learning_b_/30059431
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The Matlab codes provide FAS predictions for New Zealand using the proposed ANN, LSTM and CVAE models, for the given input parameters which includes Moment magnitude (Mw), Joyner-Boore distance (RJB), Shear wave velocity (Vs30), event depth (H) and Tectonic Classification flag (T). Main_ANN, Main_LSTM and Main_CVAE are the executable files and ANN_model_data, LSTM_model_data, and CVAE_model_data are the corresponding supporting files respectively.
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2025-09-05
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