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Student Learning Hub: Machine learning and Deep learning approaches in bridge degradation modeling and forecasting
November 11 @ 1:00 pm - 2:00 pm
- Instructor: Zhanhang Li, Rutgers University
- Hands-on exercise: Yes
- Level: No prior experience required.
- Schedule: Wednesday, November 11, 2022, 1:00pm – 2:00pm
- Description: This course will provide students with a foundational understanding of machine learning models and degradation processes. With the bridge degradation modeling case study, students will learn about different types of neural networks, their strengths, and context of application. Case studies and live demos will be provided using Artificial Neural Network (ANN) (Multilayer Perceptron [MLP]) and Convolutional neural network (CNN) for bridge rebar degradation modeling.