Variational LSTM with Augmented Inputs: Nonlinear Response History Metamodeling with Aleatoric and Epistemic Uncertainty
This research introduces a variational LSTM metamodeling technique to efficiently quantify aleatoric and epistemic uncertainties in high-dimensional nonlinea...