Luca Dede’

Enhanced Uncertainty Quantification Variational Autoencoders for the Solution of Bayesian Inverse Problems

Among other uses, neural networks are used to solve deterministic and Bayesian inverse problems, where variational autoencoders enable the Bayesian estimation of model parameters and their distribution from observational data allowing real-time inverse uncertainty quantification....

Modelling the biomechanics of the human iris with an active strain approach

Abstract The iris is a deformable circular diaphragm that regulates pupil size in response to changes in illumination through the antagonistic actions of sphincter and dilator muscles. While the phenomenological relationship between pupil size and light intensity is well studied,...