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Moving Beyond Screening via Generative Machine Learning Models for Materials Discovery

Moving Beyond Screening via Generative Machine Learning Models for Materials Discovery

Cambridge Materials via YouTube Direct link

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Moving Beyond Screening via Generative Machine Learning Models for Materials Discovery

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  1. 1 Introduction
  2. 2 generative adversarial network
  3. 3 generative models
  4. 4 Gan architecture
  5. 5 Extracting information
  6. 6 Error messages
  7. 7 Sigmoid function
  8. 8 Encoding distances
  9. 9 Layers
  10. 10 Backtracking
  11. 11 Uncertainty
  12. 12 Problems
  13. 13 Where are we
  14. 14 How are we doing
  15. 15 Next steps
  16. 16 Future hope

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