Spectrum-compatible artificial accelerograms via conditional variational autoencoder with generative adversarial networks

The need for spectrum-compatible ground motions in structural seismic design has driven the development of artificial seismic waveform generation techniques. This study proposes a Conditional Variational Autoencoder with Generative Adversarial Networks (CVAE-GAN) framework to generate artificial acc...

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Bibliographic Details

Published in:	Engineering structures Vol. 348; p. 121766
Main Authors:	Hu, Xiaohu, Chen, Su, Ding, Yi, Fu, Lei, Li, Xiaojun
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2026
Subjects:	Acceleration response spectra Artificial accelerograms Generative adversarial networks Variational autoencoder Variational autoencoder Artificial accelerograms Generative adversarial networks Acceleration response spectra
ISSN:	0141-0296
Online Access:	Get full text
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