Video Content

Day 1: Machine Learning in Infrastructure Risk and Resilience Assessment - A Constructive Critique

Day 2: Explainable AI in Earthquake Engineering

Day 3: Neural Network Architectures

• Pre-class content

  • Multi-Layer Perceptron:

  • Convolutional Neural Networks:

  • Attention Networks:

  • Transformers:

Day 4: Semantic Segmentation

• Pre-class content

  • An Overview of Image Segmentation Algorithms:

    * State of the Art Image Segmentation Algorithms, Segmentation Datasets:

Day 5: Inventory Generation with BRAILS