Embedding Domain Knowledge for Machine Learning of Complex Material Systems

Embedding Domain Knowledge for Machine Learning of Complex Material Systems

Materials Research Society via YouTube Direct link

how does this work

7 of 15

7 of 15

how does this work

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Classroom Contents

Embedding Domain Knowledge for Machine Learning of Complex Material Systems

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  1. 1 Introduction
  2. 2 Complex Material Systems
  3. 3 Response Surfaces
  4. 4 General Problem
  5. 5 hierarchical machine learning
  6. 6 example
  7. 7 how does this work
  8. 8 contributions
  9. 9 Middle layer
  10. 10 Algorithm
  11. 11 Trends in Data
  12. 12 Hidden Correlation
  13. 13 Random Forest Approach
  14. 14 Conclusion
  15. 15 Question

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