Using Bayesian deep learning approaches for uncertainty-aware building energy surrogate models

1 code implementation • 5 Oct 2020 • Paul Westermann, Ralph Evins

These models, namely Bayesian neural networks and Gaussian process models, enable us to give predictions together with an estimate of the model's uncertainty.