Bayesian neural networks for predicting uncertainty in full-field material response

George D. Pasparakis, Lori Graham-Brady, Michael D. Shields

Stress and material deformation field predictions are among the most important tasks in computational mechanics. These predictions are typically made by solving the governing equat…