11:00 Probabilistic Machine Learning Surrogates With Bayesian Neural Networks ARCHIE LUXTON, Arup, United Kingdom AI in multispectral image analysis: Implementing a deep learning model for the segmentation of common thermal urban features to assist in the automation of infrastructure-related maintenance ELENA VOLLMER, Karlsruhe Institute of Technology, Germany