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Coordinates Matter!
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Classroom Contents
Physics-Informed Machine Learning: Curating Training Data - Part 2
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- 1 Intro
- 2 Augmenting Data with Physics
- 3 Coordinates Matter!
- 4 Simulated vs Experimental Data
- 5 Big Data vs Diverse Data
- 6 Generalizing Models with Physics
- 7 Data is Expensive
- 8 Data is Biased
- 9 Rare Events
- 10 Small Signals
- 11 Galileo Dropped the Ball
- 12 Hidden Variables
- 13 Preview: Discovering Governing Equations
- 14 The Digital Twin
- 15 Outro
