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DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

Valence Labs via YouTube Direct link

- What is Molecular Docking?

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- What is Molecular Docking?

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Classroom Contents

DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

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  1. 1 - Intro
  2. 2 - What is Molecular Docking?
  3. 3 - Problem with Deep Learning Models for Docking
  4. 4 - Diffusion Generative Models for docking
  5. 5 - Product Space Diffusion
  6. 6 - Score Model
  7. 7 - Workflow Overview
  8. 8 - Q+A
  9. 9 - Results
  10. 10 - Reverse Diffusion Process and Confidence Score Quality
  11. 11 - Q+A

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