Here we will share additional information about data driven engineering, methods we explored in the lecture and related references. You may consider this section as a dynamic, modest bibliography!
Below you may find posts, articles, notes, links to external sources on specific topics we cover in the lecture.
DDE 1: ML for Dynamical systems
- Complex Systems
- Ode to Learning
- Dimensionality Reduction
- Outlier Detection
- Neural networks
- Time series analysis I
- Time series analysis II
- Generative learning
DDE 2: Advanced topics
Highlighted miscellaneous topics
Visit miscellaneous topics for more.