Enhanced uncertainty quantification variational autoencoders for the solution of Bayesian inverse problems

Andrea Tonini, Luca Dede'

Among other uses, neural networks are a powerful tool for solving deterministic and Bayesian inverse problems in real-time, where variational autoencoders, a specialized type of ne…