<b>Ground motion modeling and Epistemic Uncertainty using Conditional Variational Autoencoders</b>

<b>Ground motion modeling and Epistemic Uncertainty using Conditional Variational Autoencoders</b>

<p dir="ltr">This code predicts an ensembles the horizontal spectral acceleration and its median by utilizing the proposed Conditional Variational Autoencoder (CVAE) network.</p>

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Bibliographic Details
Main Author: Ravi Kanth Sriwastav (18279283) (author)
Other Authors: Kammula Sai Tulasi (18579068) (author), jyothi yedulla (18319545) (author), Raghukanth STG (11585165) (author)
Published: 2024
Subjects:
Seismology and seismic exploration
Earthquake engineering
Civil engineering not elsewhere classified
Neural networks
Machine learning not elsewhere classified
Engineering Strong Motion Database
Nonlinear Principal Component Analysis
Mixed-effect regression
Conditional Variational Autoencoder
Acceleration Response Spectra
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Description
Summary:<p dir="ltr">This code predicts an ensembles the horizontal spectral acceleration and its median by utilizing the proposed Conditional Variational Autoencoder (CVAE) network.</p>

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