Inferring Structure of Complex Systems
AMATH 563: Topics Covered
- Topic 1: Model Selection and Regression (7 lectures)
- Topic 2: DMD & Koopman theory (3 lectures)
- Topic 3: Model Discovery (3 lectures)
- Topic 4: Reduced Order Models (3 lectures)
- Topic 5: Data Assimilation (3 lectures)
- Topic 6: Clustering & Classification (3 lectures)
- Topic 7: Neural networks & deep learning (7 lectures)
A GitHub Tutorial
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