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Construction of a Neural Network Autoencoder to map the Fourier spectral amplitudes of ground motion triggered by earthquakes to a low dimensional manifold.

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#Ground_Motion_Autoencoder

##Dimensionality of ground motion data

Construction of a Neural Network Autoencoder to map the Fourier spectral amplitudes of ground motion triggered by earthquakes to a low dimensional manifold and sampling from low dimensional manifold to generate ground motion data.

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The synthetic data

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Construction of a Neural Network Autoencoder to map the Fourier spectral amplitudes of ground motion triggered by earthquakes to a low dimensional manifold.

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  • Jupyter Notebook 99.6%
  • Python 0.4%