Tag
Los Alamos researchers extend a conditional VAE framework with a recurrent wavelet-decoding ensemble to perform inverse synthesis of shock acceleration waveforms from shock response spectra, achieving lower spectral error and 0.1–0.6 ms inference per waveform compared to traditional sum-of-decayed-sinusoids baselines.