Charles Young

Inverse Synthesis of Shock Time Series from Shock Response Spectra Using Ensembles of Conditional Variational Autoencoders

An earlier conditional variational autoencoder framework is extended with a recurrent decoder that predicts multiscale wavelet coefficients and reconstructs waveforms through an inverse discrete wavelet transform and demonstrates superior performance across four holdout benchmark datasets and competitive performance on...