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The Dual Problems of PIML
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Classroom Contents
Physics Informed Machine Learning: Recap and Summary
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- 1 Intro
- 2 Future Modules
- 3 Curriculum Framework
- 4 The Dual Problems of PIML
- 5 Data-Driven Science and Engineering
- 6 Sneak Peak of the Modules
- 7 Sneak Peak: Parsimonious Models
- 8 Sneak Peak: PINNs
- 9 Sneak Peak: Operator Methods
- 10 Sneak Peak: Symmetries
- 11 Sneak Peak: Digital Twins
- 12 Sneak Peak: Case Studies & Benchmarks
- 13 Outro
